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Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13, 2002

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Page 1: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Aerosol Diagnostics via Size/Time/Compositional Profiles

A proposal to LADCO by the UC Davis DELTA Group

Tom Cahill, Professor and Head, DELTAJune 13, 2002

Page 2: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Analysis of the problem

• Aerosols can have major impacts via

global climate change, visibility reduction, ecosystem impacts and health effects

• Aerosols are complicated, with both size and composition vital for source identification and impact assessment.

• Aerosols can be highly variable in time, with local, synoptic and diurnal patterns

Page 3: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Limitations of standard techniques

• Filter based sampling integrates over both size (PM2.5 and PM10) and time (24 hrs)

• Filter sampling integrates composition to deliver only mass in most cases

• Filter sampling is usually limited to one-day-in-three or worse

• Filter sampling makes serious personnel and infrastructure requirements

Page 4: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Alternatives to filter sampling

• Sampling via impaction is both theoretically and experimentally well understood, unlike filter sampling, and has fewer sampling artifacts

• Sampling by impaction allows-– Many size cuts, not just one– Continuous sampling with high time resolution– Modest infrastructure requirement– A newly developed DELTA Group suite of non-

destructive compositional and morphological analyses

Page 5: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Problems with impaction sampling that limited use

• Samplers are technically complex and thus can be more expensive than filter samplers

• Collected masses (few mono-layer criterion) are low and sensitivities may suffer

• Until recently, no viable method existed for measuring mass

• Standard chemical methods can’t be used• Particle bounce can lead to poor size cuts

unless special coatings are used

Page 6: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Impaction was still widely used

• All major studies in California, 1969-1977• Monitoring by rotating 3 drum impactor for

the ARB, 1973-1977 – 14,100 days• Almost all NPS and EPA studies, 1980 to

present, including WHITEX and SEAVS• Major international studies, most recently

NSF ACE-Asia (2001, 21 sites, 78,000 samples), and NOAA ITCT (2002 - 2004)

Page 7: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

DELTA Group personnel

• Tom Cahill, Physics/Atmospheric Sciences• Pete Kelly, Chemistry (LDI TOF/MS)• Jim Shackelford, Materials Science (SEM, Eng)• Steve Cliff, Applied Science (S-XRF, ALS PRT)• Kevin Perry, Meteorology (Utah)• Graham Bench, Applied Science (CAMS, LLNL)• Michael Jimenez-Cruz, Applied Science (UCD

lab)• Jeanette Martin, MSO, Lee Portnoff and Victor

Rey, graduate students (3), foreign visitors (4), about 20 collaborators, many in Asia

Page 8: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

DELTA Group efforts, 1990 - 2002

• Small, inexpensive, low labor continuously sampling rotating drum impactors in the field

• Quick and cheap analyses for mass and optics, then archived for later analyses if desired

• High technology beam based non – destructive mass, elemental and chemical analyses in ex-post-facto experiments at any later time

• Mass closure to allow comparisons with filters• Quality assurance by “integral redundancy” or

overlapping methods for key species

Page 9: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

DELTA Group techniques

• Mass by soft beta attenuation• Optical attenuation 320 – 820 nm

– then archive the sample strips

• Elements Na – U via synchrotron-XRF, DELTA Group beam line, ALS LBNL

• Mass and hydrogen via STIM and PESA, CAMS, LLNL

• Anions and speciated organic matter by LDI TOF/MS

• Morphology via SEM

Page 10: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Summary of Proposed Program

• Impaction vastly less expensive per sample– To collect– To analyze– To archive the large number of samples collected

• Better representation of ambient aerosols• Non destructive analyses and easy archiving for

later analyses• Highly diagnostic compositional and

morphological data available

Page 11: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Proposal:

• Purchase 4 3-stage rotating DRUM impactors, 2.5 μm IMPROVE inlet

• Site at least one at existing IMPROVE site for QA, additional species, etc.

• Initiate continuous sampling for mass and optics, plus archiving

• Ex-post-facto analyze pollution episodes by S-XRF, STIM/PESA, LDITOF/MS, SEM

Page 12: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

30cm

Sampling Technology: 3-DRUM

Inlet @ 2.5m

2.5-1.15 m1.15-0.34 m

0.34~0.1 m

Teflon After-filter

Page 13: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,
Page 14: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Precision of Soft Beta Mass Measurements – 3 repeated analyses

of a 3 hr DRUM strip

Betaguage Repeat MeasurementsFACES Fresno Stage 8

11/8/00-11/28/00

-100

0

100

200

300

400

500

600

700

800

900

1000

1100

1 10 19 28 37 46 55 64 73 82 91 100 109 118 127 136 145 154 163 172 181 190 199 208 217 226 235 244

1/2 mm increments

ug

/cm

2

Run1

Run2

Run3

Page 15: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Run1 vs Run 2 Run1 vs Run 3

Run2 vs Run 3

y = 1.0615x - 7.282

R2 = 0.9807

0

200

400

600

800

1000

0 200 400 600 800 1000

Series1

Linear (Series1)

y = 1.0922x - 17.299

R2 = 0.9813

0

200

400

600

800

1000

0 200 400 600 800 1000

Series1

Linear (Series1)

y = 1.0922x - 17.299

R2 = 0.9813

0

200

400

600

800

1000

0 200 400 600 800 1000

Series1

Linear (Series1)

Page 16: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Mass by DELTA GROUP Soft BetaGuage LADCO Detroit Test

2/28/02 10:17 to 4/10/02 10:00

-2.0

0.0

2.0

4.0

6.0

8.0

2/28

/02

0:00

3/2/

02 0

:00

3/4/

02 0

:00

3/6/

02 0

:00

3/8/

02 0

:00

3/10

/02

0:00

3/12

/02

0:00

3/14

/02

0:00

3/16

/02

0:00

3/18

/02

0:00

3/20

/02

0:00

3/22

/02

0:00

3/24

/02

0:00

3/26

/02

0:00

3/28

/02

0:00

3/30

/02

0:00

4/1/

02 0

:00

4/3/

02 0

:00

4/5/

02 0

:00

4/7/

02 0

:00

4/9/

02 0

:00

4/11

/02

0:00

4/13

/02

0:00

ug

/m3

StageA (2.5-1.15um)

StageB (1.15-0.34um)

StageC (0.34-0.10um)

Page 17: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,
Page 18: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

1

10

100

1000

10000

100000

0 2 4 6 8 10 12 14 16 18 20

Energy (keV)

Co

un

ts

S

K

V

Mn

Fe

Ni Cu

Zn

As/Pb

Br

Pb

1007

ng/m3

44 ng/m3

5.4 ng/m3

2.7 ng/m3

Page 19: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Analysis of Atmospheric Aerosols UC Davis DELTA Group (Cahill, Cliff, J imenez-Cruz, Kelly,

Spring, 2000 Perry, Shackelford and McHugo)

UC Davis at Crocker Nuclear LabALS on Beam Line 10.3.1 CNL ALS

ANALYSIS OF FILTERS Filters (1) Filters (1) Filters Focussed FocussedCNL CNL ALS PIXE S-XRF

Areal PIXE XRF S-XRF Area AreaDensitySensitvity of analysis (Fe) 0.12 cm2 0.0004 cm2on filter ng/cm2 ng/cm2 ng/cm2 ng/cm2 ng/cm2

24 hr Sample Duration 7 1 0.1 7 0.3Single PM 2.5 Filter Sample cm2/m3

pg/m3 pg/m3 pg/m3 pg/m3 pg/m3

Hi-Vol EPA 1970-1999 0.26 1,820 260 26 1,820 78 (TSP < 1987; PM 10> 1987) Virtual Imapctor EPA 1985 0.34 2,380 340 34 2,380 102

Stacked Filter Unit UCD 1979 0.95 6,650 950 95 6,650 285Stacked Filter Unit UCD 1982 0.26 1,820 260 26 1,820 78IMPROVE UCD 1988 0.07 490 70 7 490 21Int. Aerosol Sampl. UCD1999 0.07 490 70 7 490 21

WINS EPA 1999 0.56 3,920 560 56 3,920 168

ANALYSIS OF IMPACTORS

4 hr cm2/m3 Sizing, fixed or rotating drum pg/m3 pg/m3 pg/m3 pg/m3 pg/m3

MOUDI U. Minn. 1985 0.16 1,120 160 16 1,120 48DRUM UCD (jets) 1985 1.57 10,990 1,570 157 1,750 0.6DELTA DRUM (slots) 1998 0.15 1,050 150 15 1,050 45

Focussed Focussed

4 hr PIXE S-XRFSizing, fixed or rotating drum 0.12 cm2 0.0004 cm2

ng/cm2 ng/cm2

MOUDI U. Minn. 1985 Time resolution 4 hr 4 hrDRUM UCD 1985 Time resolution 4 hr 24 minDELTA DRUM UCD 1998 Time resolution 4 hr 24 min Note: By increasing DRUM rotation rates: 24 min 44 sec ( pg/m3 = picograms/cubic meter of air, or 0.001 ng/m3) (1) Malm, W.C., Sisler, J .F., Huffman, D., Eldred, R.A. and Cahill, T.A.Spatial and seasonal trends in particle concentration and optical extinction in the United States.J ournal of Geophysical Research, VOL. 99, No. D1, 1347-1370, J anuary 20, 1994.

Page 20: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

0

5

10

15

20

Day, November, 2000

Mic

rog

ram

s/m

3

8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27

Mass by STIM Organic matter by PESA

Ultra-fine Aerosols at Fresno, CA0.24 > Dp > 0.07 micrometers diameter

0

10

20

30

Day, November, 2000

Nanogra

ms/m

3

8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27

Copper x 20 Iron Zinc

0

100

200

300

400

Day, November, 2000

Nanogra

ms/m

3

8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27

Sulfur Chlorine Potassium

ug

/m3

ug

/m3

ug

/m3

Page 21: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

2812

34

56

78

910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

311

23

45

67

89

March April, 2001

0

100

200

300

400

500

Nan

ogra

ms/

m3

Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage A, 2.5 > Dp > 1.15 micrometers

Aerosols

Page 22: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

281

23

45

67

8910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

3112

34

56

78

9

March April, 2001

0

500

1000

1500

2000

2500

3000

3500

Nan

ogra

ms/

m3

Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage B, 1.15 > Dp > 0.34 micrometers

Aerosols

Page 23: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

2812

34

56

78

910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

311

23

45

67

89

March April, 2001

0

100

200

300

400

500

600

Nan

ogra

ms/

m3

Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage C, 0.34 > Dp > 0.1 micrometers

AerosolsAerosols

Page 24: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

281

23

45

67

8910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

3112

34

56

78

9

March April, 2001

0

500

1000

1500

2000

2500

3000

3500N

anogra

ms/m

3 Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage B, 1.15 > Dp > 0.34 micrometers

2812

34

56

78

910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

311

23

45

67

89

March April, 2001

0

100

200

300

400

500

600

Nanogra

ms/m

3

Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage C, 0.34 > Dp > 0.1 micrometers

Aerosols

Page 25: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

281

23

45

67

8910

1112

1314

1516

1718

1920

2122

2324

2526

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23

45

67

89

0

100

200

300

400

500

600N

anogra

ms/m

3

Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage C, 0.34 > Dp > 0.1 micrometers

281

23

45

67

89

1011

1213

1415

1617

1819

2021

2223

2425

2627

2829

3031

12

34

56

78

9

March April, 2001

0

2

4

6

8

10

Nanogra

ms/m

3 Vanad./3

Nickel x 10

Copper

Zinc

Iron/10

Aerosols

Page 26: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

281

23

45

67

8910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

311

23

45

67

89

March April, 2001

0

500

1000

1500

2000

2500

3000

3500N

anogra

ms/m

3

Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage B, 1.15 > Dp > 0.34 micrometers

281

23

45

67

89

1011

1213

1415

1617

1819

2021

2223

2425

2627

2829

3031

12

34

56

78

9

March April, 2001

0

50

100

150

200

Na

no

gra

ms/m

3

Vanad./3

Nickel x 10

Copper

Zinc

Iron/10

Aerosols

Page 27: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

281

23

45

67

8910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

311

23

45

67

89

0

500

1000

1500

2000

2500

3000

3500N

anogra

ms/m

3

Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage B, 1.15 > Dp > 0.34 micrometers

281

23

45

67

89

1011

1213

1415

1617

1819

2021

2223

2425

2627

2829

3031

12

34

56

78

9

March April, 2001

0

50

100

150

200

Na

no

gra

ms/m

3 Vanad./3

Nickel x 10

Copper

Zinc

Iron/10

Arsenic x 30

Associated with arsenic

Not associated with sulfur

Aerosols

Page 28: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,
Page 29: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,
Page 30: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

281

23

45

67

8910

1112

1314

1516

1718

1920

2122

2324

2526

2728

2930

311

23

45

67

89

0

100

200

300

400

500N

anogra

ms/m

3 Silicon

Sulfur

Chlorine

Potassium

Iron

Aersosls in LADCO Detroit IntercomparisonStage A, 2.5 > Dp > 1.15 micrometers

281

23

45

67

89

1011

1213

1415

1617

1819

2021

2223

2425

2627

2829

3031

12

34

56

78

9

March April, 2001

0

50

100

150

200

Na

no

gra

ms

/m3

Vanad./3

Nickel x 10

Copper

Zinc

Iron/10

Aerosols

Page 31: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

0 0.5 1 1.5 2 2.5

Vanadium (ng/m3)

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

Nic

kel (n

g/m

3)

Aerosols in LADCO Detroit Intercomparison Stage C, 0.34 > Dp > 0.1 micrometers

0 0.5 1 1.5 2 2.5

Vanadium (ng/m3)

0

0.5

1

1.5

2

Nic

kel

(ng

/m3)

Stage B, 1.15 > Dp > 0.34 micrometers

Page 32: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

281

23

45

67

8910

1112

1314

1516

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1920

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2526

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45

67

89

0

1

2

3

4

5

6N

anogra

ms/m

3 Chromium

Arsenic

Selenium

Bromine

Lead

Aersosls in LADCO Detroit IntercomparisonStage C, 0.34 > Dp > 0.1 micrometers

281

23

45

67

89

1011

1213

1415

1617

1819

2021

2223

2425

2627

2829

3031

12

34

56

78

9

March April, 2001

0

2

4

6

8

10

Nan

og

ram

s/m

3

Vanad./3

Nickel x 10

Copper

Zinc

Iron/10

Aerosols

Page 33: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Summary of the Detroit study

• The DRUM ran well with minimal oversight– 3 hr resolution and 1000 analyzable samples– Mass, optical, S-XRF elemental = 100,000 values

• The site was characterized by short duration plumes of complex aerosols

• The plumes possessed characteristic size and elemental species that with meteorology could identify urban and remote sources

• The plumes (especially < 0.34 microns) should be traceable into rural and remote areas

Page 34: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Deliverables to LADCO

Assume: 4 sites, 3 hr data, 3 6-week S-XRF intensives, STIM/PESA, partial LDITOF/MS

• 35,000 mass values, 1.75 M optical scans• Available 1 week after samples received UC Davis

• 12,100 elemental analyses, 360,000 data• 12,100 vacuum mass, hydrogen (organics)

• Available 3 months after samples received UC Davis

• 500 + anion, speciated organics• Annual Report in electronic and hard copy

Page 35: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Summary of Proposed Costs

Assume: UC Davis research grant (Year 1)– 48.5% indirect, then 28.5% for future years

• $50,000 operations, mass, optics scans• $40,000 S-XRF analyses elements Na - U• $40,000 STIM and PESA mass and total organics• $25,000 LDI TOF/MS speciated organics,

ions• $ 3,000 SEM particle morphology• $ 5,000 Reports

» TOTAL $123,000 Indirect $60,000

$183,000 Year 1 plus samplers, $30,000 $158,000 Year 2 +

Page 36: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Alternatives to the Proposal

IMPROVE, 4 sites/1 year, one-day-in-three – PM2.5 Teflon, Nylon, quartz

• Mass, organics by hydrogen, elements Na – Pb, anions (NO3, NO2, SO4), Organics by carbon elemental carbon

– PM10 Teflon mass• 480 days/960 mass, 30 species, 14,400 data

Est. $140,000. plus indirect $40,000 =

$180,000/year + samplers $66,000

Page 37: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Good reasons why not to use DELTA DRUMs

• The DELTA Group has only operated one site for a full year under these protocols (Fresno EPA/CARB Super-site) , and thus lacks a serious “track record”

• Data are non-standard, and comparisons to EPA and IMPROVE filters may be difficult

• Only the DELTA Group can do this, making LADCO dependent on a “sole source”

• Voluminous data will require additional personnel or contractors to interpret the results

Page 38: Aerosol Diagnostics via Size/Time/Compositional Profiles A proposal to LADCO by the UC Davis DELTA Group Tom Cahill, Professor and Head, DELTA June 13,

Acknowledgements

• All the Detroit personnel, but especially Ann Chevalier, who was extremely helpful in setting us up at their site

• Members of the DELTA Group, – Lee Portnoff for the beta mass– Roger Miller for the optical scans– Steve Cliff for the S-XRF analyses– Kevin Perry for data reduction

• Donna and Mike for LADCO who moved very rapidly to get the Detroit study going