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<strong>Pinal</strong> <strong>County</strong> <strong>Air</strong> <strong>Quality</strong><br />

Speciation Study Final Report<br />

Kale Walch<br />

TEOM Comparison Studies<br />

Joe Pisano<br />

January 9, 2005


Speciation Project Description<br />

Speciation Project Description<br />

The project was designed to identify sources of particulate<br />

matter in the <strong>Pinal</strong> <strong>County</strong> agricultural basin.<br />

PM10 and PM2.5 Mini-Vol samplers utilizing Pallflex quartz<br />

filters and Teflon filters were operated at five sites on a 1 in 3<br />

schedule. (At least one FRM sampler was also located at each<br />

site.)<br />

Soil samples were collected from feedlots, dirt roads, and<br />

agricultural fields.<br />

Sampling took place from October 1, 2003 to November 10,<br />

2003. The ten runs with the best data recovery were chosen for<br />

analysis.<br />

DRI performed speciation and source apportionment analysis<br />

on the Mini-Vol filters.


Method Comparison<br />

Figure 1: Hi-Vol vs M ini-Vol: PM 10<br />

Conc. (ug/m3)<br />

140<br />

120<br />

100<br />

80<br />

60<br />

40<br />

20<br />

0<br />

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15<br />

HiVol<br />

MiniVol<br />

Run #<br />

Figure 2: Hi-Vol vs Mini-Vol: PM10<br />

Min-Vol<br />

120<br />

100<br />

80<br />

60<br />

40<br />

20<br />

FRM HiVol to MiniVol<br />

PM10<br />

Linear (FRM HiVol to<br />

MiniVol PM10)<br />

0<br />

0 20 40 60 80 100 120<br />

FRM Hi-Vol


Method Comparison<br />

Figure 3: TEOM vs Mini-Vol: PM10<br />

Conc. (ug/m3)<br />

400<br />

350<br />

300<br />

250<br />

200<br />

150<br />

100<br />

50<br />

0<br />

TE OM<br />

MiniVol<br />

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19<br />

Figure 4: TEOM vs Mini-Vol: PM10<br />

Run #<br />

Mini-Vol<br />

350<br />

300<br />

250<br />

200<br />

150<br />

100<br />

50<br />

0<br />

0 50 100 150 200 250 300 350<br />

TEOM<br />

TEOM vs MiniVol<br />

PM10<br />

Linear (TEOM vs<br />

MiniVol PM10)


Method Comparison<br />

Table 5: FRM PM 2.5<br />

vs Mini-Vol PM 2.5<br />

0.32<br />

Date<br />

FRM PM 2.5<br />

Mini-Vol PM 2.5<br />

10/18/2003<br />

10/30/2003<br />

11/5/2003<br />

10.1<br />

26.7<br />

10.7<br />

14.1<br />

49.5<br />

20.2<br />

Table 6: Mini-Vol PM 2.5<br />

/PM 10<br />

ratios<br />

Site<br />

Avg. Mini-Vol<br />

PM 10<br />

µg/m 3<br />

Avg. Mini-Vol<br />

PM 2.5<br />

µg/m 3<br />

Avg. Mini-Vol<br />

PM 2.5<br />

/PM 10<br />

Ratio<br />

Casa Grande<br />

44<br />

18<br />

0.41<br />

Coolidge<br />

47<br />

25<br />

0.53<br />

Cowtown<br />

127<br />

67<br />

0.53<br />

<strong>Pinal</strong> <strong>County</strong> Housing<br />

60<br />

25<br />

0.42<br />

Stanfield<br />

55<br />

18


Iron<br />

OC1<br />

Iron<br />

OC1<br />

Iron<br />

OC1<br />

Calcium<br />

Calcium<br />

Calcium<br />

Potassium<br />

Potassium<br />

Potassium<br />

Silicon<br />

Silicon<br />

Silicon<br />

40<br />

30<br />

20<br />

10<br />

0<br />

Chemical Fingerprint - Agricultural Dust, PM10<br />

OC2<br />

OC3<br />

OC4<br />

OPT<br />

EC1<br />

EC2<br />

EC3<br />

TC<br />

Aluminum<br />

Chemical Fingerprint - Road Dust, PM10<br />

OC2<br />

OC3<br />

OC4<br />

OPT<br />

EC1<br />

EC2<br />

EC3<br />

TC<br />

Aluminum<br />

Chemical Species<br />

Ammonium<br />

Ammonium<br />

Sulfate<br />

Sulfate<br />

Nitrate<br />

Nitrate<br />

40<br />

30<br />

20<br />

10<br />

0<br />

40<br />

30<br />

20<br />

10<br />

0<br />

Chemical Fingerprint - Feedlot Dust, PM10<br />

OC2<br />

OC3<br />

OC4<br />

OPT<br />

EC1<br />

EC2<br />

EC3<br />

TC<br />

Aluminum<br />

Chemical Species<br />

Chemical Species<br />

Ammonium<br />

Sulfate<br />

Nitrate<br />

% Concentration<br />

% Concentration<br />

% Concentration


Iron<br />

Iron<br />

Iron<br />

Calcium<br />

Calcium<br />

Calcium<br />

Potassium<br />

Potassium<br />

Potassium<br />

Silicon<br />

Silicon<br />

Silicon<br />

40<br />

30<br />

20<br />

10<br />

0<br />

Chemical Fingerprint - Feedlot Dust, PM2.5<br />

OC2<br />

OC3<br />

OC4<br />

OPT<br />

EC1<br />

EC2<br />

EC3<br />

TC<br />

Aluminum<br />

OC1<br />

Chemical Species<br />

Chemical Fingerprint - Agricultural Dust, PM2.5<br />

OC2<br />

OC3<br />

OC4<br />

OPT<br />

EC1<br />

EC2<br />

EC3<br />

TC<br />

Aluminum<br />

OC1<br />

Ammonium<br />

Ammonium<br />

Sulfate<br />

Sulfate<br />

Nitrate<br />

Nitrate<br />

40<br />

30<br />

20<br />

10<br />

0<br />

Chemical Species<br />

Chemical Fingerprint - Road Dust, PM2.5<br />

OC2<br />

OC3<br />

OC4<br />

OPT<br />

EC1<br />

EC2<br />

EC3<br />

TC<br />

Aluminum<br />

OC1<br />

Ammonium<br />

Sulfate<br />

% Concentration<br />

% Concentration<br />

40<br />

30<br />

20<br />

10<br />

0<br />

Chemical Species<br />

Nitrate<br />

% Concentration


Casa Grande Source<br />

Apportionment<br />

Casa Grande PM 10<br />

Casa Grande PM 2.5<br />

1%<br />

6%<br />

0% 3% 3%<br />

5%<br />

Soil<br />

Feedlot<br />

MvEmi<br />

4%<br />

1%<br />

13%<br />

43%<br />

VgBrn<br />

20%<br />

62%<br />

ColPP<br />

AmSulf<br />

AmNitr<br />

17%<br />

Other<br />

10%<br />

12%<br />

0%


Coolidge Source Apportionment<br />

Coolidge PM 10<br />

Coolidge PM 2.5<br />

2%<br />

9%<br />

5%<br />

3%<br />

0% 0%<br />

8%<br />

Soil<br />

Feedlot<br />

MvEmi<br />

VgBrn<br />

ColPP<br />

3%<br />

1%<br />

20%<br />

40%<br />

AmSulf<br />

AmNitr<br />

15%<br />

73%<br />

Other<br />

9%<br />

7%<br />

5%


Cowtown Source Apportionment<br />

Cowtown PM 10<br />

32%<br />

Cowtown PM 2.5<br />

24%<br />

0% 2% 4%<br />

Soil<br />

1%<br />

1%<br />

1%<br />

59%<br />

Feedlot<br />

MvEmi<br />

VgBrn<br />

ColPP<br />

AmSulf<br />

AmNitr<br />

Other<br />

0%<br />

9%<br />

7%<br />

3%<br />

4% 4%<br />

49%


<strong>Pinal</strong> <strong>County</strong> Housing Source<br />

Apportionment<br />

<strong>Pinal</strong> <strong>County</strong> Housing PM 10<br />

0%<br />

6%<br />

0% 3%<br />

2%<br />

3%<br />

Soil<br />

Feedlot<br />

MvEmi<br />

<strong>Pinal</strong> <strong>County</strong> Housing PM 2.5<br />

50%<br />

0%<br />

17%<br />

3%<br />

7%<br />

19%<br />

VgBrn<br />

ColPP<br />

AmSulf<br />

7%<br />

67%<br />

AmNitr<br />

Other<br />

8%<br />

8%


Stanfield Source Apportionment<br />

Stanfield PM 10<br />

Stanfield PM 2.5<br />

0% 3% 7%<br />

4%<br />

4%<br />

0%<br />

Soil<br />

Feedlot<br />

MvEmi<br />

VgBrn<br />

5%<br />

2%<br />

17%<br />

6%<br />

48%<br />

19%<br />

63%<br />

ColPP<br />

AmSulf<br />

AmNitr<br />

Other<br />

15%<br />

7% 0%


Speciation Project Conclusions<br />

Crustal Material emissions are a significant source of<br />

PM10 and PM2.5 in <strong>Pinal</strong> <strong>County</strong><br />

Manure emissions are a significant source of PM10<br />

and to a lesser extent PM2.5 in <strong>Pinal</strong> <strong>County</strong><br />

Chemically construction dust and agricultural dust are<br />

identical in an urban interface environment<br />

The Mini-Vol Samplers likely over estimated ambient<br />

PM2.5 concentrations<br />

It is still possible that <strong>Pinal</strong> <strong>County</strong> will have difficulty<br />

meeting the proposed PM2.5 standard


TEOM Comparison Studies<br />

Monitoring Site : Cowtown Road<br />

4 miles SE of Maricopa, surrounded by active and<br />

retired agricultural operations to the north, northeast,<br />

and east, and three cattle feedlots and a grain<br />

processing complex to the south southwest and<br />

southeast.<br />

Current Site Status: 1 R&P TEOM 1400ab sampler, 1<br />

R&P FDMS sampler, 1 MET station, 2 FRM Andersen<br />

47mm filter samplers (1 PM 10 & 1 PM 2.5 ), and a timelapse<br />

video system.


2 Key Issues / Inaccuracies<br />

In April 2005 the FDMS and TEOM 1400 were installed<br />

side by side sampling PM 10 . TEOM was found to be<br />

recording 24 hour average concentrations 30% higher<br />

than the FDMS.<br />

The first issue: TEOM 1400 was recording large 5<br />

minute negative concentrations after an extremely large<br />

positive number (1000 ug/m 3 )<br />

The second issue: TEOM 1400 was recording elevated<br />

noise levels during these same episodes.


2006 Cowtown PM 10 24-hour avg.<br />

January February March April May June July August September October November December<br />

1 12.1 14.2 42.6 79.1 419.6 41.6 393.2 769.6 341.5 308.8<br />

2 15.6 26.0 49.3 210.0 342.4 166.6 197.6 742.6 259.9 266.3<br />

3 4.5 21.7 47.1 255.3 314.0 282.2 177.5<br />

4 9.3 23.3 66.6 228.2 32.4 199.8 166.8 218.5 170.0<br />

5 11.6 36.7 8.8 640.2 196.1 201.8 213.3 170.5 208.0 358.5<br />

6 19.2 29.6 9.8 297.0 198.6 205.6 68.0 392.2 189.8 268.1<br />

7 42.7 15.7 291.4 225.8 342.0 62.3 367.8 219.3 275.6<br />

8 24.7 55.6 26.1 272.1 167.5 325.6 35.7 132.8 233.4 257.8<br />

9 20.3 90.8 36.7 270.3 49.9 192.8 287.9 302.3<br />

10 28.5 55.2 40.2 273.2 340.8 382.9 321.2 215.8 245.2<br />

11 81.5 59.8 320.2 215.8 323.9 45.5 304.0 125.0 260.7<br />

12 40.9 9.1 52.8 581.5 414.7 66.8 343.1 162.8 261.6<br />

13 34.3 10.4 46.9 391.0 45.0 249.6 278.2 211.3<br />

14 56.9 13.2 55.9 243.2 326.1 84.2 219.6 196.2 213.7<br />

15 43.6 16.7 32.3 326.9 328.4 235.5 94.2 431.7 343.2 172.2 151.2<br />

16 40.7 24.6 115.6 229.5 335.2 303.8 129.9 299.9 379.5 110.3<br />

17 115.4 32.7 80.2 373.9 308.9 315.2 350.8 163.7 356.7<br />

18 111.7 8.4 93.3 517.0 323.7 297.3 337.1 156.5 379.1 164.1<br />

19 108.8 4.5 44.6 284.3 368.3 279.1 179.7 126.8 606.9 405.0<br />

20 7.9 55.4 455.7 226.1 352.1 171.1 316.0 251.6 101.5<br />

21 16.2 99.2 371.9 264.3 470.0 234.2 279.3 250.5 90.7 384.2<br />

22 11.0 60.9 368.8 306.5 167.8 211.8 277.8 90.0<br />

23 13.1 111.0 281.5 269.7 142.7 153.0 341.4 79.1 294.6<br />

24 13.9 60.8 346.6 118.6 533.4 132.8<br />

25 19.7 97.4 439.6 392.1 142.1 197.3<br />

26 17.5 31.4 122.9 138.5 183.5 456.9 108.6 158.5<br />

27 13.3 28.8 100.1 164.3 377.5 160.0 151.4 395.1 118.4 228.6<br />

28 12.8 34.5 165.3 179.7 193.1 415.6 353.8<br />

29 24.5 175.6 155.3 113.3 107.9 585.2 95.7 225.6<br />

30 10.9 209.3 133.8 300.3 58.7 222.2 653.8 141.0 252.3<br />

31 22.0 67.6 378.0 14.2 288.6 207.0


TEOM PM 10 Hourly data w/ main flow at 3 LPM<br />

1 HOUR AVG 24 HOUR AVG DATE TIME<br />

45.7 353.7 5-Apr-05 12:00:05<br />

21.6 338.6045455 5-Apr-05 13:00:05<br />

12.2 324.4130435 5-Apr-05 14:00:05<br />

38.2 296.1434783 5-Apr-05 15:00:05<br />

30.7 270.5347826 5-Apr-05 16:00:05<br />

37.3 233.7347826 5-Apr-05 17:00:05<br />

35.2 214.9434783 5-Apr-05 18:00:05<br />

191.2 201.4565217 5-Apr-05 19:00:05<br />

6444.5 440.4043478 5-Apr-05 20:00:05<br />

4381 600.4608696 5-Apr-05 21:00:05<br />

829.6 626.2086957 5-Apr-05 22:00:05<br />

413.4 640.226087 5-Apr-05 23:00:05<br />

332 648.9478261 6-Apr-05 0:00:05<br />

156.7 651.126087 6-Apr-05 1:00:05<br />

178.1 652.9086957 6-Apr-05 2:00:05<br />

277.7 659.1304348 6-Apr-05 3:00:05<br />

265.6 665.6304348 6-Apr-05 4:00:05<br />

175.2 668.1608696 6-Apr-05 5:00:05<br />

381.1 661.1434783 6-Apr-05 6:00:05<br />

400.2 656.626087 6-Apr-05 7:00:05<br />

376.7 656.9521739 6-Apr-05 8:00:05<br />

179.6 661.0217391 6-Apr-05 9:00:05<br />

71.6 664.1347826 6-Apr-05 10:00:05<br />

143.1 642.425 6-Apr-05 11:00:05


TEOM PM 10 Hourly data w/ main flow at 1 LPM<br />

1 HOUR AVG 24 HOUR AVG DATE TIME<br />

36.4 663.9478261 1-Oct-05 15:00:05<br />

22.3 664.3347826 1-Oct-05 16:00:05<br />

67 667.2478261 1-Oct-05 17:00:05<br />

432.5 682.2391304 1-Oct-05 18:00:05<br />

4272.4 860.3130435 1-Oct-05 19:00:05<br />

4101.3 899.2130435 1-Oct-05 20:00:05<br />

1397.8 835.1565217 1-Oct-05 21:00:05<br />

493.3 801.4608696 1-Oct-05 22:00:05<br />

591.1 769.6695652 1-Oct-05 23:00:05<br />

455.8 728.3782609 2-Oct-05 0:00:05<br />

989.8 725.1 2-Oct-05 1:00:05<br />

474.4 711.4869565 2-Oct-05 2:00:05<br />

110.3 681.973913 2-Oct-05 3:00:05<br />

132 682.126087 2-Oct-05 4:00:05<br />

73.5 667.4043478 2-Oct-05 5:00:05<br />

388 672.826087 2-Oct-05 6:00:05<br />

357 668.7478261 2-Oct-05 7:00:05<br />

337.8 665.3478261 2-Oct-05 8:00:05<br />

189.9 664.5913043 2-Oct-05 9:00:05


Before 1 LPM flow restrictor (PM 10 )<br />

FDMS v.s. 1400ab<br />

500<br />

450<br />

400<br />

350<br />

300<br />

250<br />

200<br />

150<br />

100<br />

50<br />

0<br />

24 hr avg Mass Concentration (ug/m3)<br />

04/23/2005<br />

04/30/2005<br />

05/07/2005<br />

05/14/2005<br />

05/21/2005<br />

05/28/2005<br />

06/04/2005<br />

06/11/2005<br />

06/18/2005<br />

Days<br />

FDMS<br />

1400 ab


Troubleshooting TEOM 1400<br />

After working with R&P to resolve the issues,<br />

R&P recommended putting a 1.0 LPM flow<br />

restrictor on the main line inlet. (August 2, 2005)<br />

The assumption was that too much material was<br />

entering into the sample line and disrupting the<br />

microbalance. (Noise & Negative readings)


Result of 1.0 LPM Flow Restrictor<br />

Reduction in large negative concentration<br />

readings.<br />

A dramatic noise reduction within the<br />

microbalance.<br />

Brought the TEOM 1400 and FDMS units to a<br />

15% difference in recorded 24 hour<br />

concentrations.


After 1 LPM flow restrictor (PM 10 )<br />

After 1 LPM flow restrictor (PM 10 )<br />

FDMS vs 1400 ab (After 1.0L)<br />

450<br />

400<br />

350<br />

300<br />

250<br />

200<br />

150<br />

100<br />

50<br />

0<br />

24 hr avg. Mass Concentration<br />

(ug/m3)<br />

10/21/2005<br />

10/28/2005<br />

11/04/2005<br />

11/11/2005<br />

11/18/2005<br />

11/25/2005<br />

12/02/2005<br />

12/09/2005<br />

Run Days<br />

FDMS<br />

1400ab


Filter-based / TEOM Comparison<br />

Installed 2 FRM Andersen 47mm filter-based<br />

monitors (1 PM 10 and 1 PM 2.5 ) that operate on a<br />

6-day schedule.<br />

Began sampling on August 14, 2005.<br />

The purpose or intent of these two monitors is to<br />

be used as comparisons to TEOM / FDMS.


Cowtown PM 10 FRM (filter based)<br />

RUN DATE PM 10 STATUS CODES<br />

(µg/m3)<br />

8/14/2005 82.6384 0<br />

8/20/2005 271.4979 FILTER DAMAGED<br />

8/26/2005 107.6425 0<br />

9/1/2005 366.1906 0<br />

9/7/2005 327.0518 0<br />

9/13/2005 259.2250 0<br />

9/19/2005 604.4240 0<br />

9/25/2005 412.4626 0<br />

10/1/2005 677.7994 0<br />

10/7/2005 178.6250 0<br />

10/11/2005 FIELD BLANK<br />

10/13/2005 756.1905 0<br />

10/19/2005 INVALID RUN - STOR<br />

10/31/2005 223.5771 0<br />

11/6/2005 197.4814 0<br />

11/12/2005 181.5310 0<br />

11/18/2005 152.1459 0<br />

11/24/2005 138.0572 0<br />

11/30/2005 266.4094 0<br />

12/3/2005 150.0138 0<br />

12/6/2005 276.5912 0<br />

12/9/2005 333.0680 0<br />

12/12/2005 284.9892 0


PM 10 Method Comparisons<br />

1400ab v.s. 47mm v.s. FDMS<br />

900<br />

800<br />

700<br />

600<br />

500<br />

400<br />

300<br />

200<br />

0<br />

100<br />

08/14/2005<br />

08/28/2005<br />

09/11/2005<br />

09/25/2005<br />

10/09/2005<br />

10/23/2005<br />

11/06/2005<br />

11/20/2005<br />

12/04/2005<br />

Days<br />

1400 ab<br />

47 mm<br />

FDMS<br />

24 hr avg Mass Concentration<br />

(ug/m3)


Cowtown PM 2.5 FRM (filter based)<br />

RUN DATE PM 2.5 STATUS CODES<br />

(µg/m3)<br />

8/14/2005 9.7519 0<br />

8/20/2005 20.7532 0<br />

8/26/2005 16.0860 0<br />

9/1/2005 25.6719 0<br />

9/7/2005 29.7556 0<br />

9/13/2005 23.3821 0<br />

9/19/2005 57.3465 0<br />

9/25/2005 50.8490 0<br />

10/1/2005 144.8109 0<br />

10/7/2005 22.3416 0<br />

10/11/2005 FIELD BLANK<br />

10/13/2005 78.9316 0<br />

10/19/2005 INVALID RUN - STORM<br />

10/31/2005 25.6279 0<br />

11/6/2005 26.2138 0<br />

11/12/2005 20.5045 0<br />

11/18/2005 16.2133 0<br />

11/24/2005 15.4200 0<br />

11/30/2005 29.5949 0<br />

12/3/2005 13.9608 0<br />

12/6/2005 25.6447 0<br />

12/9/2005 29.1029 0<br />

12/12/2005 29.9331 0


FRM PM 10 / PM 2.5 / Coarse<br />

Cowtown ~PM10-2.5<br />

800<br />

700<br />

600<br />

500<br />

400<br />

300<br />

200<br />

100<br />

0<br />

08/14/2005<br />

08/21/2005<br />

08/28/2005<br />

09/04/2005<br />

09/11/2005<br />

09/18/2005<br />

09/25/2005<br />

10/02/2005<br />

10/09/2005<br />

10/16/2005<br />

10/23/2005<br />

10/30/2005<br />

11/06/2005<br />

Run Days<br />

PM10 PM2.5 PM10-2.5<br />

24 hr avg Mass Concentration<br />

(ug/m3)


Future Plans<br />

Change FDMS unit over PM 2.5 sampling.<br />

Compare FDMS PM 2.5 to 47mm PM 2.5<br />

Expanding other PCAQCD monitoring sites for<br />

PM 2.5 and PM 10-2.5 .<br />

Still working with R&P on the 15% difference and<br />

troubleshooting FDMS. (R&P conclusion)

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