APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and...

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APPENDIX AVAILABLE ON REQUEST Research Report 143 Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification by Biomarkers Roy M. Harrison et al. Appendix 20. Model Scatter Plots Note: Appendices Available on the Web appear in a different order than in the original Investigators’ Report. HEI has not changed these documents. Correspondence may be addressed to Dr. Roy Harrison, University of Birmingham, Division of Environmental Health and Risk Management, Edgbaston Park Road School of Geography, Earth, and Environmental Sciences, Birmingham B15 2TT, United Kingdom, [email protected] Although this document was produced with partial funding by the United States Environmental Protection Agency under Assistance Award CR–83234701 to the Health Effects Institute, it has not been subjected to the Agencys peer and administrative review and therefore may not necessarily reflect the views of the Agency, and no official endorsement by it should be inferred. The contents of this document also have not been reviewed by private party institutions, including those that support the Health Effects Institute; therefore, it may not reflect the views or policies of these parties, and no endorsement by them should be inferred. This document was reviewed by the HEI Health Review Committee but did not undergo the HEI scientific editing and production process. © 2009 Health Effects Institute, 101 Federal Street, Suite 500, Boston, MA 02110-1817

Transcript of APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and...

Page 1: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX AVAILABLE ON REQUEST

Research Report 143

Measurement and Modeling of Exposure to Selected Air Toxics for

Health Effects Studies and Verification by Biomarkers

Roy M. Harrison et al.

Appendix 20. Model Scatter Plots

Note: Appendices Available on the Web appear in a different order than in the original Investigators’ Report. HEI has not changed these documents.

Correspondence may be addressed to Dr. Roy Harrison, University of Birmingham, Division of Environmental Health and Risk Management, Edgbaston Park Road School of Geography, Earth, and Environmental Sciences, Birmingham B15 2TT, United Kingdom, [email protected]

Although this document was produced with partial funding by the United States Environmental Protection Agency under Assistance Award CR–83234701 to the Health Effects Institute, it has not been subjected to the Agency’s peer and administrative review and therefore may not necessarily reflect the

views of the Agency, and no official endorsement by it should be inferred. The contents of this document also have not been reviewed by private party institutions, including those that support the

Health Effects Institute; therefore, it may not reflect the views or policies of these parties, and no endorsement by them should be inferred.

This document was reviewed by the HEI Health Review Committee but did not undergo the HEI scientific editing and production process.

© 2009 Health Effects Institute, 101 Federal Street, Suite 500, Boston, MA 02110-1817

Page 2: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A286

Log (n-Hexane - Personal Exposure)1.501.000.500.00-0.50

Log

(n-H

exan

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

R Sq Linear = 0.331

Log (n-Hexane - Personal Exposure)1.501.000.500.00-0.50

Log

(n-H

exan

e Pr

edic

ted

Mod

el 1

- W

ork) 4

2

0

-2

R Sq Linear = 0.243

Figure A20.1. n-Hexane concentrations (µg/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

n-Hexane Measured20.0015.0010.005.000.00

n-he

xane

Mod

elle

d

12.50

10.00

7.50

5.00

2.50

0.00

R Sq Linear = 0.513

n-Hexane Measured20.0015.0010.005.000.00

n-he

xane

Mod

elle

d

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.017

Figure A20.2. n-Hexane concentrations (µg/m3) predicted vs. concentration measured. (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

n-Hexane Measured30.0025.0020.0015.0010.005.000.00

nHex

ane_

Pred

icte

d

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.385

0.00 10.00 20.00 30.00

n-Hexane Measured

2.00

3.00

4.00

5.00

6.00

n_H

exan

e_Pr

edic

ted

A AA A

A AAA

AAAAAAAAAA AA AAAAAAAA AAAA AAA AA AAAAAAA AAAAAA AAA AAAA AA AAA

AA A AA

A AA AA

AAAAA

AAAAA

AA A AA

A AAAA

AA AAA

AAAA A

AA AA A

AA A AA

AA A A

AAAAAAAAAAAAAA

AAAAA

AA AAAAAAAAAAAAAA AA

A AAAA

AAAAAAAAAAAAAAAAAAA A A AAA AAA AAAAA

AAAAA

AAAAAAAAAAAAAAA

A AAAA

AAAAAAAAAAAAAAAAAAAA AAAAAAAA

AAAA A

AAAA A

AA AA A

AAAA AAAAAAAAAAAA A AAAAAAAAAAAAAAAAAA

AAAA A

AAAAA AA AAAAAA

AAAAAAAAAAAAAAAAAAAAAAAAA

R-Square = 0.13

Figure A20.3. n-Hexane concentrations (in μg/m3) predicted vs. concentration measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 3: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A287

Log (Benzene - Personal Exposure)1.000.750.500.250.00-0.25

Log

(Ben

zene

Pre

dict

ed M

odel

1 -

Hom

e)

4

3

2

1

0

-1

-2

R Sq Linear = 0.675

Log (Benzene - Personal Exposure)1.000.750.500.250.00-0.25

Log

(Ben

zene

Pre

dict

ed M

odel

1 -

Wor

k)

3

2

1

0

-1

-2

R Sq Linear = 0.236

Figure A20.4. Benzene concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Benzene Measured12.5010.007.505.002.500.00

Ben

zene

Mod

elle

d

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.439

Benzene Measured

10.008.006.004.002.000.00

Ben

zene

Mod

elle

d

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.159

Figure A20.5. Benzene concentrations (µg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Benzene Measured10.008.006.004.002.000.00

Ben

zene

_Pre

dict

ed

6.00

5.00

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.469

0.00 2.00 4.00 6.00 8.00

Benzene M easured

1.60

2.00

2.40

2.80

Ben

zene

_Pre

dict

ed

AA A

A

A AA A

A AA

A

AA

A

AAA

AA

AA AA

A

AA

A

AAA

AAAA

AAAAA

A

A AA AAAAAAAA

A

AA

A

A AAA AA

AA A AA

AA

A

AAAA

A

A

A

A AA AA

AAA AA

A

A

A

A

A

AAAAA

A

A

A AA

AAAAA

AA A

AA

A AA AAA

A A A

AA

A

A AA

A AA

A

AA

A

AAAA

AAAA AAA

A

AAAA

A

A

A

A

A

A A

A

A

AAAA A

AAAAAAAAAAA AA

AA AA

A A A AA

A

A

AA A

AAA A

A AAAA

A AAAAAAAA AA A

A

A

A A AAA A

AA

A

A

A

AAAAAAAA AA

AA

A A A AA AA AAA A

AA AA A

A A A A AA

A

A

A A

A AA AA AAA AA AAA

A

AAA AAAA AA

A

AA AA

A

AAA AAA

AA AA A

AAA A

A

A

A

AAAA AA

A

AAAA

AAA

A

A

A A

A A

A AA AAAA

A

AA

AA

R-Square = 0.09

Figure A20.6. Benzene concentrations (in μg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 4: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A288

Log (Toluene - Personal Exposure)2.001.501.000.500.00

Log

(Tol

uene

Pre

dict

ed M

odel

1 -

Hom

e)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.666

Log (Toluene - Personal Exposure)2.001.501.000.500.00

Log

(Tol

uene

Pre

dict

ed M

odel

1 -

Wor

k)

4

3

2

1

0

-1

-2

R Sq Linear = 0.288

Figure A20.7. Toluene concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Toluene Measured120.00100.0080.0060.0040.0020.000.00

Tolu

ene

Mod

elle

f

100.00

80.00

60.00

40.00

20.00

0.00

R Sq Linear = 0.525

Toluene Measured

120.00100.0080.0060.0040.0020.000.00

Tolu

ene

Mod

elle

d

100.00

80.00

60.00

40.00

20.00

0.00

R Sq Linear = 0.112

Figure A20.8. Toluene concentrations (µg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Toluene Measured125.00100.0075.0050.0025.000.00

Tolu

ene_

Pred

icte

d

125.00

100.00

75.00

50.00

25.00

0.00

R Sq Linear = 0.513

0.00 40.00 80.00 120.00

Toluene Measured

15.00

16.00

17.00

18.00

19.00

Tolu

ene_

Pred

icte

d

AA AAA AA A

AAA

AAAAAAA AA AAAAAAAA AAA

AAAAA

A AAAAA

AAAAA

AAAAAAAAAA AAAAA AA A AA

A AA AA

A AAAA

AA AAA

AAA AAA AA AA

AA AAA

A AAAAAAAAA AA AAAA AA AAA A A AAA AAAA AAA AA AAAAAA A

AAAAAAAAAA

AA AAAA AAA AAAA AAAAA

AAAA

AA

AA A AA AAAA A AAA AAA A

AAAAAAAAA AAA AA

AAAAA AAAAAAAAAA AAAAAAAAAAAAAAAAAA A AAAAA AAAAAAAAAAAAA A

AAA AA AAAA

AAAA AA AAA

AAAA AAAAA

AA AA AAAAAAAAA AA A AAAAA AA AA A

AAAAA

AAAAA A A AAAAAAA

AA AAAA AAAAAA

R-Square = 0.02

Figure A20.9. Toluene concentrations (in μg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 5: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A289

Ethylbenzene - Personal Exposure1.501.000.500.00-0.50

Log

(Eth

ylbe

nzen

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.436

Log (Ethylbenzene - Personal Exposure)1.000.750.500.250.00-0.25

Log

(Eth

ylbe

nzen

e Pr

edic

ted

Mod

el 1

- W

ork)

4

3

2

1

0

-1

-2

R Sq Linear = 0.137

Figure A20.10. Ethylbenzene concentrations (µg/m3) predicted with Model 1 vs.

concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Ethylbenzene Measured14.0012.0010.008.006.004.002.000.00

Ethy

lben

zene

Mod

elle

d

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.559

Ethylbenzene Measured

20.0015.0010.005.000.00

Ethy

lben

zene

Mod

elle

d

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.073

Figure A20.11. Ethylbenzene concentrations (µg/m3) predicted vs. concentration measured.

(a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Ethylbenzene Measured40.0030.0020.0010.000.00

Ethy

lben

zene

_Pre

dict

ed

40.00

30.00

20.00

10.00

0.00

R Sq Linear = 0.813

0.00 10.00 20.00 30.00

Ethylbenzene Measured

-4.00

-2.00

0.00

2.00

Ethy

lben

zene

_Pre

dict

ed

AAAAA AA A

AAA

A AAAAAA A A AAAAAAAA AAA

AAAA A

AAAAAA

AAAAA

AAAAA AAAAAAAAAAAA A AA

AAA AA

AAAAA

AAAAA

AAA AAA AAAA

AAAAA

AA AAAAAAAA AAAAAAAAA AAAA AAAAAAAAAAAA AAAAAAAA

AAAAAAAAAA

A AAAAAAA A AAAAAAAAA

AAAA

AA

AAAAAAAA AA AAAAAAA

AAAAAAAAAAAAAA

AAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAA AAAAA

A AAAAAAAA

AA AA AAAAA

AAAAAAAAAAAAAAAAAAAAA AAAA A

AAAAA

AAAAAAAA AAAAAA

AAAAAAAAAAAA

R-Square = 0.01

Figure A20.12. Ethylbenzene concentrations (in μg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 6: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A290

Log (p-Xylene - Personal Exposure)1.000.500.00-0.50-1.00

Log

(Pyr

idin

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.497

Log (p-Xylene - Personal Exposure)1.000.500.00-0.50-1.00

Log

(p-X

ylen

e Pr

edic

ted

Mod

el 1

- W

ork)

3

2

1

0

-1

-2

R Sq Linear = 0.239

Figure A20.13. p-Xylene concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

p-Xylene Measured20.00015.00010.0005.0000.000

p-Xy

lene

Mod

elle

d

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.631

p-Xylene Measured20.0015.0010.005.000.00

p-Xy

lene

Mod

elle

d

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.126

Figure A20.14. p-Xylene concentrations (µg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

p-Xylene Measured50.00040.00030.00020.00010.0000.000

p-xy

lene

Pre

dict

ed

50.00

40.00

30.00

20.00

10.00

0.00

R Sq Linear = 0.819

NO MODEL

Figure A20.15. p-Xylene concentrations (in μg/m3) predicted vs. concentration measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 7: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A291

Log (m-Xylene - Personal Exposure)1.501.000.500.00-0.50

Log

(m-X

ylen

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.474

Log (m-Xylene - Personal Exposure)1.501.000.500.00-0.50

Log

(m-X

ylen

e Pr

edic

ted

Mod

el 1

- W

ork)

4

3

2

1

0

-1

-2

R Sq Linear = 0.268

Figure A20.16. m-Xylene concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

m-Xylene Measured40.0030.0020.0010.000.00

m-X

ylen

e M

odel

led

30.00

25.00

20.00

15.00

10.00

5.00

0.00

R Sq Linear = 0.604

m-Xylene Measured

40.0030.0020.0010.000.00

m-X

ylen

e M

odel

led

20.00

15.00

10.00

5.00

0.00

R Sq Linear = 0.126

Figure A20.17. m-Xylene concentrations (µg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

m-Xylene Measured100.0080.0060.0040.0020.000.00

m-X

ylen

e Pr

edic

ted

100.00

80.00

60.00

40.00

20.00

0.00

R Sq Linear = 0.833

0.00 25.00 50.00 75.00

m-Xylene Measured

4.00

4.50

5.00

5.50

m_x

ylen

e_Pr

edic

ted

AAAAA AA A

AAA

A AAAAAA AA AAAAAAAA AAA

AAAA A

AAAAAA

AAAAA

AAAAA AAAAAAAAAAAA A AA

AAAAA

AAAAA

AAAAA

AAA AAA AAAA

AAAAA

AAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAA

AAAAAAAAAA

A AAAAAAA A AAA AAAAAA

AAAA

AA

AAAAAAAA AA AAAAAAA

AAAAAAAAAAAAAA

AAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAA AAAAA

A AAAAAAAA

AA AA AAAAA

AAAAAAAAAAAAAAAAAAAAA AA AA A

AAAAA

AAAAAAAA AAAAAA

AAAAAAAAAAAA

R-Square = 0.01

Figure A20.18. m-Xylene concentrations (in μg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 8: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A292

Log (Pyridine - Personal Exposure)0.200.00-0.20-0.40-0.60-0.80-1.00

Log

(Pyr

idin

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.25

Log (Pyridine - Personal Exposure)0.00-0.20-0.40-0.60-0.80-1.00

Log

(Pyr

idin

e Pr

edic

ted

Mod

el 1

- W

ork)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.003

Figure A20.19. Pyridine concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Pyridine Measured2.502.001.501.000.500.00

Pyrid

ine

Mod

elle

d

2.00

1.50

1.00

0.50

0.00R Sq Linear = 0.242

Pyridine Measured2.502.001.501.000.500.00

Pyrid

ine

Mod

elle

d

2.00

1.50

1.00

0.50

0.00

R Sq Linear = 0.192

Figure A20.20. Pyridine concentrations (µg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Pyridine Measured4.003.002.001.000.00

pyrid

ine_

Pred

icte

d

3.00

2.00

1.00

0.00 R Sq Linear = 0.699

0.00 1.00 2.00 3.00

Pyridine Measured

0.20

0.40

0.60

0.80

1.00

pyrid

ine_

Pred

icte

d

AA A

A

AA AAAAA

A

AA

A

AAA

AA

AAAA

A

AA

A

A

AAA A

AAAAA

A

AAAAAAAAAAA

A

AA

A

A AAAAAAAAAAAA

A

AA

AA

A

A

A

AAAAA

A AA AA

A

A

A

A

AAAAAA

A

A

A AA

AAAAA

A AA

AA

AAA AA

A

AAA AA

A

AAA

A AA

A

AA

A

A

AAA

AA

AAAAA

A

AAAA

A

A

A

A

A

AA

A

A

AAAA

A

AAAAAAAAAAAAA

AA AA

AAAAA

A

A

AAA

AAAAAAAAAAAAAAAAAAAAA

A

A

A

A AAA A

AA

A

A

A

AAAAAAAAAA

AA

AAAAAAAAAAAAAAAA AAAAA

A

A

A

A A

AAAAAAAAAAAAA

A

AAAA AAA AA

A

AAAA

A

AAAAAA

AAA AA

AAAA

A

A

A

AAAAAA

A

AAAA

AAA

A

A

AA

A A

AA AAAAA

A

AA

AA

R-Square = 0.21

Figure A20.21. Pyridine concentrations (in μg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 9: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A293

Log (o-Xylene - Personal Exposure)1.501.000.500.00-0.50

Log

(o-X

ylen

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.502

Log (o-Xylene - Personal Exposure)1.000.500.00

Log

(o-X

ylen

e Pr

edic

ted

Mod

el 1

- W

ork)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.184

Figure A20.22. o-Xylene concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

o-Xylene Measured20.0015.0010.005.000.00

o-Xy

lene

Mod

elle

d

12.50

10.00

7.50

5.00

2.50

0.00

R Sq Linear = 0.63

o-Xylene Measured20.0015.0010.005.000.00

o-Xy

lene

Mod

elle

d

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.147

Figure A20.23. o-Xylene concentrations (µg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

o-Xylene Measured50.0040.0030.0020.0010.000.00

o-Xy

lene

Pre

dict

ed

50.00

40.00

30.00

20.00

10.00

0.00

R Sq Linear = 0.832

0.00 10.00 20.00 30.00 40.00 50.00

o-Xylene M easured

2.00

2.25

2.50

2.75

3.00

o_xy

lene

_Pre

dict

ed

AAAAA AA A

AAA

A AAAAAA AA AAAAAAAAAAA

AAAAA

AAAAAA

AAAAA

AAAAA AAAAAAAAAAAA A AA

AAAAA

AAAAA

AAAAA

AAAAAAAAAA

AAAAA

AAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAA AAAAAAAA

AAAAAAAAAA

A AAAAAAA A AAA AAAAAA

AAAA

AA

AAAAAAAAAA AAAAAAA

AAAAAAAAAAAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAA AAAAA

A AAAAAAAA

AAAA AAAAA

AAAAAAAAAAAAAAAAAAAAA AAAA A

AAAAA

AAAAAAAA AAAAAA

AAAAAAAAAAAA

R-Square = 0.02

Figure A20.24. o-Xylene concentrations (in μg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 10: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A294

Log (1,3,5-Trimethylbenzene - Personal Exposure)1.501.000.500.00-0.50-1.00

Log

(1,3

,5-T

rimet

hylb

enze

ne P

redi

cted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.693

Log (1,3,5-Trimethylbenzene - Personal Exposure)1.000.500.00-0.50-1.00

Log

(1,3

,5-T

rimet

hylb

enze

ne P

redi

cted

Mod

el 1

- W

ork)

4

3

2

1

0

-1

-2

R Sq Linear = 0.124

Figure A20.25. 1.3.5-Trimethylbenzene concentrations (µg/m3) predicted with Model 1 vs.

concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

1,3,5-Trimethylbenzene Measured10.008.006.004.002.000.00

1,3,

5-Tr

imet

hylb

enze

ne M

odel

led

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.617

1,3,5-Trimethylbenzene Measured6.005.004.003.002.001.000.00

1,3,

5-Tr

imet

hylb

enze

ne M

odel

led

2.50

2.00

1.50

1.00

0.50

0.00

R Sq Linear = 0.197

Figure A20.26. 1.3.5-Trimethylbenzene concentrations (µg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

1,3,5-Trimethylbenzene Measured50.0040.0030.0020.0010.000.00

1,3,

5-Tr

imet

hylb

enze

ne P

redi

cted

30.00

25.00

20.00

15.00

10.00

5.00

0.00

R Sq Linear = 0.788

0.00 10.00 20.00 30.00 40.00

1,3,5-Trimethylbenzene M easured

1.00

1.50

2.00

2.50

1,3,

5-Tr

imet

hylb

enze

ne_P

redi

cted

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA AAAAA

AAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAAAAAAAAAAAAAAAAA

AAAAA

AAAAAAAAAAAAAAAAAA

A AAA A

AAAAAAAAAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAA AAAAAA AAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

R-Square = 0.04

Figure A20.27. 1.3.5-Trimethylbenzene concentrations (in μg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 11: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A295

Log (Styrene - Personal Exposure)1.501.000.500.00-0.50-1.00

Log

(Sty

rene

Pre

dict

ed M

odel

1 -

Hom

e)

4

2

0

-2 R Sq Linear = 0.359

Log (Styrene - Personal Exposure)0.200.00-0.20-0.40-0.60-0.80-1.00

Log

(Sty

rene

Pre

dict

ed M

odel

1 -

Wor

k)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.084

Figure A20.28. Styrene concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Styrene Measured12.0010.008.006.004.002.000.00

Styr

ene

Mod

elle

d

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.791

Styrene Measured12.0010.008.006.004.002.000.00

Styr

ene

Mod

elle

d

6.00

5.00

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.284

Figure A20.29. Styrene concentrations (µg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Styrene Measured50.0040.0030.0020.0010.000.00

Styr

ene_

pred

icte

d

40.00

30.00

20.00

10.00

0.00

R Sq Linear = 0.867

0.00 10.00 20.00 30.00 40.00

Styrene M easured

0.80

1.00

1.20

1.40

1.60

Styr

ene_

Pred

icte

d

AAAAAAAAAAAAAAAAAA

A A A

AAAAA

AAA AA

AAAAAAAAAAAAAAAA

AAAAAAAAAAAAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAAAAAAAAAAAAAAAAAAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAAAAAAA

AAAAAAAAAAAAAAAAAAAA

AAAA

AAAA

AAAAA

AAAAA

AAAAAAAAAA

AAAAA AAAA A

AAAA

AA

AAAAAAA

AAAA AAAAA

AAAAAAAAAAAAAAAAAAAAA AAAAAAAAAAAAAAA

AAAA

AAAAAAA

AAAAA

AAAAA

R-Square = 0.01

Figure A20.30. Styrene concentrations (in μg/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 12: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A296

Log (p-Isopropyltoluene - Personal Exposure)0.500.250.00-0.25-0.50-0.75

Log

(p-is

opro

pylto

luen

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.518

Log (p-Isopropyltoluene - Personal Exposure)0.250.00-0.25-0.50-0.75

Log

(p-Is

opro

pylto

luen

e Pr

edic

ted

Mod

el 1

- W

ork)

2

1

0

-1

-2

-3

-4

R Sq Linear = 0.061

Figure A20.31. p-Isopropyltoluene concentrations (µg/m3) predicted with Model 1 vs.

concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

p-Isopropyltoluene Measured5.004.003.002.001.000.00

p-Is

opro

pylto

luen

e M

odel

led

3.00

2.50

2.00

1.50

1.00

0.50

0.00

R Sq Linear = 0.43

p-Isopropyltoluene Measured5.004.003.002.001.000.00

p-Is

opro

pylto

luen

e M

odel

led

3.00

2.50

2.00

1.50

1.00

0.50

0.00

R Sq Linear = 0.046

Figure A20.32. p-Isopropyltoluene concentrations (µg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

p-Isopropyltoluene Measured8.006.004.002.000.00

piso

prop

ylto

luen

e_pr

edic

ted

6.00

4.00

2.00

0.00

R Sq Linear = 0.484

NO MODEL

Figure A20.33. p-Isopropyltoluene concentrations (in μg/m3) predicted vs. concentration measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 13: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A297

Log (1,2,4-Trimethylbenzene - Personal Exposure)2.001.501.000.500.00-0.50-1.00

Log

(1,2

,4-T

rimet

hylb

enze

ne P

redi

cted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

R Sq Linear = 0.731

Log (1,2,4-Trimethylbenzene - Personal Exposure)1.501.000.500.00-0.50-1.00

Log

(1,2

,4-T

rimet

hylb

enze

ne P

redi

cted

Mod

el 1

- W

ork)

4

2

0

-2 R Sq Linear = 0.159

Figure A20.34. 1.2.4-Trimethylbenzene concentrations (µg/m3) predicted with Model 1 vs.

concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

1,2,4-Trimethylbenzene Measured30.0025.0020.0015.0010.005.000.00

1,2,

4-Tr

imet

hylb

enze

ne M

odel

led

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.667

1,2,4-Trimethylbenzene Measured

20.0015.0010.005.000.00

1,2,

4-Tr

imet

hylb

enze

ne M

odel

led

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.315

Figure A20.35. 1.2.4-Trimethylbenzene concentrations (µg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

1,2,4-Trimethylbenzene Measured100.0080.0060.0040.0020.000.00

1,2,

4-Tr

imet

hylb

enze

ne P

redi

cted

80.00

60.00

40.00

20.00

0.00

R Sq Linear = 0.862

0.00 25.00 50.00 75.00 100.00

1,2,4-Trimethylbenzene M easured

2.00

4.00

6.00

8.00

1,2,

4-Tr

imet

hylb

enze

ne_P

redi

cted

AAAA

AAA A

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAAAA

AAAAA

AAAAA

AAAAA

AAAAA

AAAAA

AAAAAAAAAA

A AAAA

AAAAA

AAAA

AAAAAAAAAAA AAA

AAAAA

AAAAAAAAAAA AAAAAAA

A AAA A

AAAAAAAAAAAAA AAAAAAAA AAAAAAAAAAA

AAAAA

AAAAAAAAAAAAAAA

AAAA

AAAAAAAAAAAAAAAAAAAAAAA AAAAA

AAAAA

AAAAA

AAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAA AAAAAA AAAA

AAAAAAAAAAAAAAAAAAAAAAAAAA

R-Square = 0.05

Figure A20.36. 1,2,4-Trimethylbenzene concentrations (in μg/m3) predicted vs.

concentration measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 14: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A298

Log (3-Ethenylpyridine - Personal Exposure)1.000.500.00-0.50-1.00

Log

(3-E

then

ylpy

ridin

e Pr

edic

ted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.26

Log (3-Ethenylpyridine - Personal Exposure)0.200.00-0.20-0.40-0.60-0.80-1.00

Log

(3-E

then

ylpi

ridin

e Pr

edic

ted

Mod

el 1

- W

ork)

2

1

0

-1

-2

R Sq Linear = 8.12E-5

Figure A20.37. 3-ethenylpyridine concentrations (µg/m3) predicted with Model 1 vs.

concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

3-Ethenylpyridine Measured4.003.002.001.000.00

3-Et

heny

lpyr

idin

e M

odel

led

2.50

2.00

1.50

1.00

0.50

0.00

R Sq Linear = 0.304

3-Ethenylpyridine Measured4.003.002.001.000.00

3-Et

heny

lpyr

idin

e M

odel

led

2.50

2.00

1.50

1.00

0.50

0.00

R Sq Linear = 0.264

Figure A20.38. 3-ethenylpyridine concentrations (µg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

3-Ethenylpyridine Measured6.004.002.000.00

3-Et

heny

lpyr

idin

e Pr

edic

ted

5.00

4.00

3.00

2.00

1.00

0.00

-1.00

R Sq Linear = 0.75

0.00 2.00 4.00 6.00

3-Ethenylpyridine Measured

0.50

1.00

1.50

2.00

3-Et

heny

lpyr

idin

e_Pr

edic

ted

AAA

A

AAAAAAA

A

AA

A

AAA

AA

AAAA

A

AAAAA

AAAA

AAAAA

A

AAAAAAAAAAA

A

AA

A

AAAAAAAAAAAAA

A

AA

AA

A

A

A

AAAAA

A AAAA

A

A

A

A

AAAAAA

A

A

A AA

AAAAA

A AA

AA

AAA AA

A

AAAAA

A

AAA

A AA

A

AA

A

A

AAA

AA

AAAAA

A

AAAA

A

A

A

A

A

AA

AA

AAAA

A

AAAAAAAAAAAAA

AA AA

AAAAA

A

A

AAA

AAAAAAAAAAAAAAAAAAAAA

A

A

A

A AAA A

AA

A

A

A

AAAAAAAAAA

AA

AAAAAAAAAAAAAAAAAAAAA

A

A

A

A A

AAAAAAAAAAAAA

A

AAAA AAA AA

A

AAAA

A

AAAAAA

AAAAA

AAAA

A

A

A

AAAAAA

A

AAAA

AAA

A

A

AA

A A

AAAAAAA

A

AA

AA

R-Square = 0.27

Figure A20.39. 3-ethenylpyridine concentrations (in μg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 15: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A299

Log (Naphthalene - Personal Exposure)0.600.300.00-0.30-0.60

Log

(Nap

htha

lene

Pre

dict

ed M

odel

1 -

Hom

e)

3

2

1

0

-1

-2

R Sq Linear = 0.478

Log (Naphthalene - Personal Exposure)0.600.300.00-0.30-0.60

Log

(Nap

htha

lene

Pre

dict

ed M

odel

1 -

Wor

k)

4

2

0

-2

-4

R Sq Linear = 0.215

Figure A20.40. Naphthalene concentrations (µg/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Naphthalene Measured12.0010.008.006.004.002.000.00

Nap

htha

lene

Mod

elle

d

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.798

Naphthalene Measured

14.0012.0010.008.006.004.002.000.00

Nap

htha

lene

Mod

elle

d

5.00

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.128

Figure A20.41. Naphthalene concentrations (µg/m3) predicted vs. concentration measured.

(a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Naphthalene Measured14.0012.0010.008.006.004.002.000.00

Nap

htha

lene

_Pre

dict

ed

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.418

0.00 4.00 8.00 12.00

Naphthalene M easured

0.60

0.80

1.00

1.20

1.40

Nap

htha

lene

_Pre

dict

ed

AAAAAAAA AAA AAAAAAA

AAA

AAAAA

AAAAA

AAAAAA

AAAAAAAAAAAAAAAAAAAAAAAA AAAAAA

AAAAA

AAAAA

AAAAAAAAAAAAAAAAAAAAAAAAAAAAAA

AAAAA

AAAAA

AA AA

AAAAAAAAAAAAAA

AAAAA

AAAAAAAAAAAAA

AAAAA

AAAAA

AAAAA AA AAAAAAAAAAAAAAAAAAAAA AAA A

AAAAAAAAAA

AAAAAAAAAA

AAAAA

AAAAAAAAAAAAA

AAAAA

AAAAA

AAAAAAAAAA

A AAAA

A A AA A

AAAAAAAAAAAAAAAAA AAAAA

AAAAAAAAA

AAAA

AAAAA

AAA

AAAAAAAAAA

AA AAA

AAAA AA AAA A AAAAAA

AAAAA

R-Square = 0.04

Figure A20.42. Naphthalene concentrations (in μg/m3) predicted vs. concentration measured.

(a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 16: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A300

Log (1,3-Butadiene - Personal Exposure)0.250.00-0.25-0.50-0.75-1.00

Log

(1,3

-But

adie

ne P

redi

cted

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

-3

R Sq Linear = 0.266

Log (1,3-Butadiene - Personal Exposure)

0.00-0.20-0.40-0.60-0.80-1.00

Log

(1,3

-But

adie

ne P

redi

cted

Mod

el 1

- W

ork)

2

1

0

-1

-2

R Sq Linear = 0.015

Figure A20.43. 1.3-Butadiene concentrations (µg/m3) predicted with Model 1 vs.

concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

1,3-BUTADIENE Measured2.502.001.501.000.500.00

1,3-

BU

TAD

IEN

E1 M

odel

led

1.40

1.20

1.00

0.80

0.60

0.40

0.20

0.00

R Sq Linear = 0.121

1,3-BUTADIENE Measured

2.502.001.501.000.500.00

1,3-

BU

TAD

IEN

E1 M

odel

led

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.077

Figure A20.44. 1.3-Butadiene concentrations (µg/m3) predicted vs. concentration measured.

(a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

1,3-Butadiene Measured6.005.004.003.002.001.000.00

1,3-

But

adie

ne P

redi

cted

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.487

0.00 1.00 2.00 3.00 4.00 5.00

1,3-Butadiene M easured

0.20

0.40

0.60

0.80

1,3-

But

adie

ne_P

redi

cted

AAA

A

AAAAAAA

A

A A

A

AAA

AA

A

AAA

A

A

A

A

AAA

AAAA

AAAA A

A

AAAAAA

AAAAA

A

AA

A

AAAAAA

AAAA AA A

A

AAAA

A

A

A

AAAA

AAA AA

A

A

A

A

AAAAA A

A

A

A AA

AAAAA

AA A

AA

AA A AAA

AA AAA

A

AA

A

A AA

A

AA

A

AAA A

AAAAAAA

A

AAAA

A

A

A

A

A

AA

A

A

AAAAA

AAAAAAAAAA

AA

AAAAA

AA AA

AAAAA

A

A

AAA

AAAA

A AAAA AAAAA

AAAAA AA

A

A

AA AAA A

A A

A

A

A

AAAA

AAAA

AA

AA

A

AAAAA

AAAAAAAAAA

A A A AAA

A

A

AA

AAAA

AA

AAAAAAA

A

AAAAAAAA

A

A

AAAA

A

AAAAAA

A AAAA

A AA A

A

A

A

AAAA AA

A

A AA A

AAA

A

A

A A

AA

AA

A AAA A

A

AA

AA

R-Square = 0.10

Figure A20.45. 1,3-Butadiene concentrations (in μg/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 17: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A301

Log (Pyrene, Personal Exposure)0.500.00-0.50-1.00-1.50

Log

(Pyr

ene

Pred

icte

d, M

odel

1 -

Hom

e)

2

1

0

-1

-2

R Sq Linear = 0.226

Log (Pyrene Personal Exposure)0.500.00-0.50-1.00-1.50

Log

(Pyr

ene

Pred

icte

d, M

odel

1 -

Wor

k)

2

1

0

-1

-2

R Sq Linear = 0.002

Figure A20.46. Pyridine concentrations (ng/m3) predicted with Model 1 vs. concentration

measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_Pyr2.50002.00001.50001.00000.50000.0000

Mod

elle

d_Py

r

0.8000

0.7000

0.6000

0.5000

0.4000

0.3000

0.2000

R Sq Linear = 0.066

Measured_Pyr2.50002.00001.50001.00000.50000.0000

Mod

elle

d_Py

r

2.5000

2.0000

1.5000

1.0000

0.5000

0.0000

R Sq Linear = 0.147

Figure A20.47. Modelled vs. measured Pyridine concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Pyr_Meas2.50002.00001.50001.00000.50000.0000

Pyr_

Pred

2.5000

2.0000

1.5000

1.0000

0.5000

0.0000

R Sq Linear = 0.556

0.00 1.00 2.00 3.00

Pyrene, M easured

0.40

0.50

0.60

0.70

0.80

Pyre

ne, P

redi

cted

A AA

A

AAAA

A

AAAAAA AA AA AAAAA AAAAAA

A

AAAAA A A

A A

AA

A A

A AA

A

AAA

A A

AAA A

A A

AAA

A A

AA AA

A A

A

R-Square = 0.06

Figure A20.48. Pyrene concentrations (in ng/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 18: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A302

Log (Benzo(a)anthracene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Ben

zo(a

)ant

hrac

ene

Pred

icte

d, M

odel

1 -

Hom

e)

3

2

1

0

-1

-2

R Sq Linear = 0.184

Log (Benzo(a)anthracene Personal Exposure)-0.75-1.00-1.25-1.50-1.75-2.00

Log

(Ben

zo(a

)ant

hrac

ene

Pred

icte

d, M

odel

1 -

Wor

k)

2

1

0

-1

-2

R Sq Linear = 0.009

Figure A20.49. Benzo(a)anthracene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_BaA1.00000.80000.60000.40000.20000.0000

Mod

elle

d_B

aA

0.3000

0.2500

0.2000

0.1500

0.1000

0.0500

0.0000

R Sq Linear = 0.024

Measured_BaA

1.00000.80000.60000.40000.20000.0000

Mod

elle

d_B

aA

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

R Sq Linear = 0.015

Figure A20.50. Modelled vs. measured Benzo(a)anthracene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

BaA_Meas2.00001.50001.00000.50000.0000

BaA

_Pre

d

2.0000

1.5000

1.0000

0.5000

0.0000

R Sq Linear = 0.764

0.00 5.00 10.00 15.00

Benzo(a)anthracene, Measured

0.50

1.00

1.50

Ben

zo(a

)ant

hrac

ene,

Pre

dict

ed

AAAAAAAA

A

AA

A

AAAAA

A

AAA

A

AAAAAAAAAAAAAAAAAAAAAAA

A

AAAAAAA

A A

AA

AA

AAA

A

AAA

A A

AAAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.07

Figure A20.51. Benzo(a)anthracene concentrations (in ng/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 19: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A303

Log (Chrysene Personal Exposure)0.500.00-0.50-1.00-1.50

Log

(Chr

ysen

e Pr

edic

ted,

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

R Sq Linear = 0.361

Log (Chrysene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Chr

ysen

e Pr

edic

ted,

Mod

el 1

- W

ork)

2

1

0

-1

-2

-3

R Sq Linear = 0.191

Figure A20.52. Chrysene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_Chry2.00001.50001.00000.50000.0000

Mod

elle

d_C

hry

0.6000

0.4000

0.2000

0.0000

R Sq Linear = 0.006

Measured_Chry

2.00001.50001.00000.50000.0000

Mod

elle

d_C

hry

2.5000

2.0000

1.5000

1.0000

0.5000

0.0000

R Sq Linear = 0.049

Figure A20.53. Modelled vs. measured Chrysene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Chry_Meas1.00000.80000.60000.40000.20000.0000

Chr

y_Pr

ed

0.8000

0.6000

0.4000

0.2000

0.0000

R Sq Linear = 0.45

0.00 5.00 10.00 15.00 20.00

Ch M d

0.50

1.00

1.50

Chr

ysen

e, P

redi

cted

AAAAAAAA AA

A

AA

A

AAAAA A

A

AAA

A

AAAAAAAAAAAAAAAAAAAAAAA

A

AAAAA AA

A A

AA

AA

A AA

A

AAA

A A

A AAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.06

Figure A20.54. Chrysene concentrations (in ng/m3) predicted vs. concentration measured. (a)

Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 20: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A304

Log (Benzo(b)fluoranthene Personal Exposure)0.500.00-0.50-1.00-1.50-2.00

Log

(Ben

zo(b

)fluo

rant

hene

Pre

dict

ed, M

odel

1 -

Hom

e)

3

2

1

0

-1

-2

R Sq Linear = 0.121

Log (Benzo(b)fluoranthene Personal Exposure)0.500.00-0.50-1.00-1.50-2.00

Log

(Ben

zo(b

)fluo

rant

hene

Pre

dict

ed, M

odel

1 -

Wor

k)

2

1

0

-1

-2

-3

R Sq Linear = 0.502

Figure A20.55. Benzo(b)fluoranthene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_BbF1.40001.20001.00000.80000.60000.40000.20000.0000

Mod

elle

d_B

bF

0.6000

0.5000

0.4000

0.3000

0.2000

0.1000

0.0000

R Sq Linear = 1.27E-6

Measured_BbF

1.40001.20001.00000.80000.60000.40000.20000.0000

Mod

elle

d_B

bF

3.0000

2.5000

2.0000

1.5000

1.0000

0.5000

0.0000

R Sq Linear = 0.023

Figure A20.56. Modelled vs. measured Benzo(b)fluoranthene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

BbF_Meas1.40001.20001.00000.80000.60000.40000.20000.0000

BbF

_Pre

d

1.2000

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

R Sq Linear = 0.316

0.00 10.00 20.00

Benzo(b)fluoranthene, Measured

0.50

1.00

1.50

2.00

Ben

zo(b

)fluo

rant

hene

, Pre

dict

ed

AAAAAAAAA

A

AA

A

AAAAA A

A

AA

A

A

A

AAAAAAAAAAAAAAAAAAAAAAA

A

AAAAA AA

A A

AA

A A

AAA

A

AAA

A A

AAAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.05

Figure A20.57. Benzo(b)fluoranthene concentrations (in ng/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 21: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A305

Log (Benzo(k)fluoranthene Personal Exposure)0.500.00-0.50-1.00-1.50

Log

(Ben

zo(k

)fluo

rant

hene

Pre

dict

ed, M

odel

1 -

Hom

e)

4

2

0

-2 R Sq Linear = 0.023

Log (Benzo(k)fluoranthene Personal Exposure)-0.25-0.50-0.75-1.00-1.25

Log

(Ben

zo(k

)fluo

rant

hene

Pre

dict

ed, M

odel

1 -

Wor

k)

2

1

0

-1

-2

R Sq Linear = 0.131

Figure A20.58. Benzo(k)fluoranthene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_BkF1.25001.00000.75000.50000.25000.0000

Mod

elle

d_B

kF

0.4000

0.3000

0.2000

0.1000 R Sq Linear = 0.003

Measured_BkF

1.25001.00000.75000.50000.25000.0000

Mod

elle

d_B

kF

1.4000

1.2000

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

R Sq Linear = 0.022

Figure A20.59. Modelled vs. measured Benzo(k)fluoranthene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

BkF_Meas1.25001.00000.75000.50000.25000.0000

BkF

_Pre

d

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

-0.2000

R Sq Linear = 0.375

0.00 10.00 20.00

Benzo(k)fluoranthene, Measured

0.50

1.00

1.50

2.00

Ben

zo(k

)fluo

rant

hene

, Pre

dict

ed

AAAAAAAAAAA

A

AA

A

AAAAA A

A

AA

A

A

A

AAAAAAAAAAAAAAAAAAAAAAA

A

AAAAAAA

A A

AA

A A

AAA

A

AAA

A A

AAAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.06

Figure A20.60. Benzo(k)fluoranthene concentrations (in ng/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 22: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A306

Log (Benzo(a)pyrene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Ben

zo(a

)pyr

ene

Pred

icte

d, M

odel

1 -

Hom

e)

3

2

1

0

-1

-2

R Sq Linear = 0.107

Log (Benzo(a)pyrene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Ben

zo(a

)pyr

ene

Pred

icte

d, M

odel

1 -

Wor

k)

3

2

1

0

-1

-2

R Sq Linear = 0.194

Figure A20.61. Benzo(a)pyrene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_BaP1.20001.00000.80000.60000.40000.20000.0000

Mod

elle

d_B

aP

0.4000

0.3000

0.2000

0.1000

0.0000

R Sq Linear = 2.88E-4

Measured_BaP

1.20001.00000.80000.60000.40000.20000.0000

Mod

elle

d_B

aP

2.0000

1.5000

1.0000

0.5000

0.0000

R Sq Linear = 0.04

Figure A20.62. Modelled vs. Measured Benzo(a)pyrene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

BaP_Meas1.20001.00000.80000.60000.40000.20000.0000

BaP

_Pre

d

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

-0.2000

R Sq Linear = 0.393

0.00 10.00 20.00

Benzo(a)pyrene, M easured

1.00

1.50

2.00

2.50

Ben

zo(a

)pyr

ene,

Pre

dict

ed

AAAAAAAAAAA

A

AAAAA

A

AA

A

A

A

AAAAAAAAAAAAAAAAAAAAAAA

A

AAAAA AA

A A

AA

A A

AAA

A

AAA

A A

AAAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.06

Figure A20.63. Benzo(a)pyrene concentrations (in ng/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 23: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A307

Log (Indeno(1,2,3-cd)pyrene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Inde

no(1

,2,3

-cd)

pyre

ne P

redi

cted

, Mod

el 1

- H

ome)

3

2

1

0

-1

-2

R Sq Linear = 0.068

Log (Indeno(1,2,3-cd)pyrene Personal Exposure)-0.60-0.80-1.00-1.20-1.40-1.60-1.80-2.00

Log

(Inde

no(1

,2,3

-cd)

pyre

ne P

redi

cted

, Mod

el 1

- W

ork)

3

2

1

0

-1

-2

R Sq Linear = 0.307

Figure A20.64. Indeno(1,2,3-cd)pyrene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_I123cdP1.40001.20001.00000.80000.60000.40000.20000.0000

Mod

elle

d_I1

23cd

P

0.3000

0.2500

0.2000

0.1500

0.1000

0.0500

R Sq Linear = 7.06E-5

Measured_I123cdP

1.40001.20001.00000.80000.60000.40000.20000.0000

Mod

elle

d_I1

23cd

P

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

R Sq Linear = 0.032

Figure A20.65. Modelled vs. measured Indeno(1,2,3-cd)pyrene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

I123cdP_Meas1.40001.20001.00000.80000.60000.40000.20000.0000

I123

cdP_

Pred

0.8000

0.6000

0.4000

0.2000

0.0000

-0.2000

R Sq Linear = 0.394

0.00 5.00 10.00 15.00 20.00

Indeno(1,2,3-cd)pyrene, Measured

0.50

1.00

1.50

Inde

no(1

,2,3

-cd)

pyre

ne, P

redi

cted

AAAAAAAAAAA

A

AA

A

AAAAAA

A

AA

A

A

A

AAAAAAAAAAAAAAAAAAAAAAA

A

AAAAA AA

A A

AA

A A

AAA

A

AAA

A A

AAAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.06

Figure A20.66. Indeno(1.2.3-c.d)pyrene concentrations (in ng/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 24: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A308

Log (Dibenz(a,h)anthracene Personal Exposure)-0.75-1.00-1.25-1.50-1.75-2.00

Log

(Dib

enzo

(a,h

)ant

hrac

ene

Pred

icte

d, M

odel

1 -

Hom

e)

3

2

1

0

-1

R Sq Linear = 0.434

Log (Dibenz(a,h)anthracene Personal Exposure)-1.00-1.20-1.40-1.60-1.80-2.00

Log

(Dib

enzo

(a,h

)ant

hrac

ene

Pred

icte

d, M

odel

1 -

Wor

k)

1.0

0.5

0.0

-0.5

-1.0

-1.5

-2.0

R Sq Linear = 0.009

Figure A20.67. Dibenzo(a,h)anthracene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_DahA0.20000.15000.10000.05000.0000

Mod

elle

d_D

ahA

0.1000

0.0800

0.0600

0.0400

0.0200

0.0000

R Sq Linear = 0.003

Measured_DahA

0.20000.15000.10000.05000.0000

Mod

elle

d_D

ahA

0.2500

0.2000

0.1500

0.1000

0.0500

0.0000

R Sq Linear = 0.042

Figure A20.68. Modelled vs. measured Dibenzo(a,h)anthracene (ng/m3) concentrations (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

DahA_Meas0.20000.15000.10000.05000.0000

Dah

A_P

red

0.2500

0.2000

0.1500

0.1000

0.0500

0.0000

-0.0500

R Sq Linear = 0.611

0.00 0.25 0.50 0.75 1.00

Dibenz(a,h)anthracene, M easured

0.050

0.075

0.100

0.125

0.150

Dib

enz(

a,h)

anth

race

ne, P

redi

cted

AAA AAAA

A

AAAA A

A

AA

A

AAAAAAAAAAAAAAAAAAAA

A

AAA AA

A A

AA

A A

A AA

A

AAA

A

A AA A

AA

AAA

A

AAAA

AA

A

R-Square = 0.10

Figure A20.69. Dibenzo(a.h)anthracene concentrations (in ng/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 25: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A309

Log (Benzo(ghi)perylene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Ben

zo(g

hi)p

eryl

ene

Pred

icte

d, M

odel

1 -

Hom

e)

3

2

1

0

-1

-2

R Sq Linear = 0.076

Log (Benzo(ghi)perylene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Ben

zo(g

hi)p

eryl

ene

Pred

icte

d, M

odel

1 -

Wor

k

2

1

0

-1

-2

R Sq Linear = 0.378

Figure A20.70. Benzo(ghi)perylene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_BghiP2.50002.00001.50001.00000.50000.0000

Mod

elle

d_B

ghiP

0.4000

0.3000

0.2000

0.1000

0.0000

R Sq Linear = 2.29E-5

Measured_BghiP2.50002.00001.50001.00000.50000.0000

Mod

elle

d_B

ghiP

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

R Sq Linear = 0.084

Figure A20.71. Modelled vs. measured Benzo(ghi)perylene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

BghiP_Meas2.50002.00001.50001.00000.50000.0000

Bghi

P_Pr

ed

1.5000

1.0000

0.5000

0.0000

-0.5000

R Sq Linear = 0.425

0.00 5.00 10.00 15.00

Benzo(ghi)perylene, M easured

0.50

1.00

1.50

Ben

zo(g

hi)p

eryl

ene,

Pre

dict

ed

AAAAAAAAAAA

A

AA

A

AAAAAA

A

AA

A

A

A

AAAAAAAAAAAAAAAAAAAAAAA

A

AAAAA AA

A A

AA

A A

AAA

A

AAA

A A

AAAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.06

Figure A20.72. Benzo(ghi)perylene concentrations (in ng/m3) predicted vs. concentration

measured. (a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 26: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A310

Log (Coronene Personal Exposure)0.00-0.50-1.00-1.50-2.00

Log

(Cor

onen

e Pr

edic

ted,

Mod

el 1

- H

ome)

3

2

1

0

-1

-2

R Sq Linear = 0.008

Log (Coronene Personal Exposure)-0.50-0.75-1.00-1.25-1.50

Log

(Cor

onen

e Pr

edic

ted,

Mod

el 1

- W

ork)

2

1

0

-1

-2

R Sq Linear = 0.25

Figure A20.73. Coronene concentrations (ng/m3) predicted with Model 1 vs. concentration measured. (a) Results of training dataset used in model development - home (b) Results of training dataset used in model development – work.

Measured_Cor1.00000.80000.60000.40000.20000.0000

Mod

elle

d_C

or

0.2000

0.1500

0.1000

0.0500

0.0000

R Sq Linear = 5.39E-4

Measured_Cor1.00000.80000.60000.40000.20000.0000

Mod

elle

d_C

or0.4000

0.3000

0.2000

0.1000

0.0000

R Sq Linear = 0.101

Figure A20.74. Modelled vs. measured Coronene concentrations (ng/m3) (a) Results of training dataset used in Model 2 (b) Results of training dataset used in Model 3.

Cor_Meas1.00000.80000.60000.40000.20000.0000

Cor

_Pre

d

1.0000

0.8000

0.6000

0.4000

0.2000

0.0000

-0.2000

R Sq Linear = 0.483

0.00 2.50 5.00 7.50 10.00

Coronene, Measured

0.20

0.40

0.60

0.80

Cor

onen

e, P

redi

cted

AAAAAAA

A

AAAAAA

A

AA

A

A

A

AAAAAAAAAAAAAAAAAAAAAA

A

AAAAA AA

A A

AA

A A

AAA

A

AAA

A A

AAAA

AA

AAA

AA

AAAA

AA

A

R-Square = 0.06

Figure A20.75. Coronene concentrations (in ng/m3) predicted vs. concentration measured.

(a) Results of training dataset used in Model 4. (b) Results of training dataset used in Model 5.

Page 27: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A311

nHexane_contrast25.0020.0015.0010.005.000.00

nHex

ane_

Pred

icte

d12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.476

Benzene_contrast

12.5010.007.505.002.500.00

Ben

zene

_Pre

dict

ed

6.00

5.00

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.435

Figure A20.76. Concentrations (in μg/m3) predicted with Model 4 vs. concentration measured, results of validation dataset. (a) n-hexane (b) Benzene

Toluene_contrast100.0080.0060.0040.0020.000.00

Tolu

ene_

Pred

icte

d

60.00

50.00

40.00

30.00

20.00

10.00

0.00

R Sq Linear = 0.538

Ethylbenzene_contrast14.0012.0010.008.006.004.002.000.00

Ethy

lben

zene

_Pre

dict

ed

25.00

20.00

15.00

10.00

5.00

0.00

R Sq Linear = 0.635

Figure A20.77. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) Toluene (b) Ethylbenzene

p-xylene Contrast20.0015.0010.005.000.00

p-xy

lene

Pre

dict

ed

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.63

m-xylene Contrast40.0030.0020.0010.000.00

m-x

ylen

e Pr

edic

ted

20.00

15.00

10.00

5.00

0.00

R Sq Linear = 0.517

Figure A20.78. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) p-xylene (b) m-xylene

Page 28: APPENDIX AVAILABLE ON REQUESTAPPENDIX AVAILABLE ON REQUEST . Research Report 143 . Measurement and Modeling of Exposure to Selected Air Toxics for Health Effects Studies and Verification

APPENDIX 20: MODEL SCATTER PLOTS

A312

Pyridine Measured4.003.002.001.000.00

pyrid

ine_

Pred

icte

d

3.00

2.00

1.00

0.00 R Sq Linear = 0.699

o-Xylene Contrast

20.0015.0010.005.000.00

o-Xy

lene

Pre

dict

ed

14.00

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.622

Figure A20.79. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) pyridine (b) o-xylene

1,3,5-Trimethylbenzene Contrast6.005.004.003.002.001.000.00

1,3,

5-Tr

imet

hylb

enze

ne P

redi

cted

4.00

3.00

2.00

1.00

0.00

R Sq Linear = 0.708

styrene_contrast25.0020.0015.0010.005.000.00

Styr

ene_

pred

icte

d40.00

30.00

20.00

10.00

0.00

R Sq Linear = 0.932

Figure A20.80. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) 1.3.5-Trimethylbenzene (b) Styrene

p-isopropyltoluene_contrast3.002.502.001.501.000.500.00

p-is

opro

pylto

luen

e_pr

edic

ted

2.00

1.80

1.60

1.40

1.20

1.00

0.80

0.60

R Sq Linear = 0.359

1,2,4-Trimethylbenzene Contrast30.0025.0020.0015.0010.005.000.00

1,2,

4-Tr

imet

hylb

enze

ne P

redi

cted

12.00

10.00

8.00

6.00

4.00

2.00

0.00

R Sq Linear = 0.826

Figure A20.81. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) p-Isopropyltoluene (b) 1,2,4-Trimethylbenzene

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APPENDIX 20: MODEL SCATTER PLOTS

A313

3-Ethenylpyridine Contrast2.502.001.501.000.500.00

3-Et

heny

lpyr

idin

e Pr

edic

ted

1.20

1.00

0.80

0.60

0.40

0.20

0.00

-0.20

R Sq Linear = 0.61

Naphthalene_contrast4.003.002.001.000.00

Nap

htha

lene

_Pre

dict

ed

1.25

1.00

0.75

0.50

0.25

Figure A20.82. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) 3-ethenylpyridine (b) Naphthalene

1,3-Butadiene Contrast6.005.004.003.002.001.000.00

1,3-

But

adie

ne P

redi

cted

0.80

0.60

0.40

0.20

Figure A20.83. Concentrations (in μg/m3) predicted with Model 4 vs. concentration measured, results of validation dataset. (a) 1,3-Butadiene

Pyr_Meas2.00001.50001.00000.50000.0000

Pyr_

Pred

1.2500

1.0000

0.7500

0.5000

0.2500

0.0000

R Sq Linear = 0.411

BaA_Meas0.80000.60000.40000.20000.0000

BaA

_Pre

d

0.6000

0.5000

0.4000

0.3000

0.2000

0.1000

0.0000

R Sq Linear = 0.04

Figure A20.84. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) Pyrene (b) Benzo(a)anthracene

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APPENDIX 20: MODEL SCATTER PLOTS

A314

Chry_Meas3.00002.50002.00001.50001.00000.50000.0000

Chr

y_Pr

ed

0.5000

0.4000

0.3000

0.2000

0.1000

0.0000

R Sq Linear = 0.014

BbF_Meas2.50002.00001.50001.00000.50000.0000

BbF

_Pre

d

0.6000

0.4000

0.2000

0.0000R Sq Linear = 0.176

Figure A20.85. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) Chrysene (b) Benzo(b)fluoranthene

BkF_Meas2.00001.50001.00000.50000.0000

BkF

_Pre

d

3.0000

2.0000

1.0000

0.0000

R Sq Linear = 0.015

BaP_Meas1.20001.00000.80000.60000.40000.20000.0000

BaP

_Pre

d

0.3000

0.2000

0.1000

0.0000

-0.1000

R Sq Linear = 0.023

Figure A20.86. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) Benzo(k)fluoranthene (b) Benzo(a)pyrene

I123cdP_Meas1.00000.80000.60000.40000.20000.0000

I123

cdP_

Mod

0.3500

0.3000

0.2500

0.2000

0.1500

0.1000

0.0500

R Sq Linear = 0.067

DahA_Meas0.20000.15000.10000.05000.0000

Dah

A_P

red

0.1000

0.0800

0.0600

0.0400

0.0200

0.0000

-0.0200

R Sq Linear = 0.015

Figure A20.87. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) Indeno(1.2.3-c.d)pyrene (b) Dibenzo(a.h)anthracene

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APPENDIX 20: MODEL SCATTER PLOTS

A315

BghiP_Meas1.25001.00000.75000.50000.25000.0000

Bgh

iP_P

red

0.2500

0.0000

-0.2500

-0.5000

-0.7500

R Sq Linear = 0.024

Cor_Meas1.00000.80000.60000.40000.20000.0000

Cor

_Pre

d

0.3000

0.2000

0.1000

0.0000

-0.1000

-0.2000

R Sq Linear = 0.003

Figure A20.88. Concentrations (in μg/m3) predicted with Model 4 vs. concentration

measured, results of validation dataset. (a) Benzo(ghi)perylene (b) Coronene