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Semi-Continuous Measurements of PM 2.5 Carbon at the South Bronx, New York: Comparison with Filter Measurements Oliver V. Rattigan, Dirk Felton, Paul Sierzega New York State DEC – BAQS Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006

Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

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Page 1: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Semi-Continuous Measurements of PM2.5 Carbon at the South Bronx, New York:

Comparison with Filter Measurements

Oliver V. Rattigan, Dirk Felton, Paul SierzegaNew York State DEC – BAQS

Jim SchwabASRC, University at Albany, SUNY

2006 National Monitoring Conference - November 7, 2006

Page 2: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

PM2.5 Carbon• Constitutes ~30-50% of PM2.5 mass in New

York City.• Elemental Carbon (EC)-(Black carbon, BC);

– Direct emission from fuel combustion (pyrolysis of organic carbon).10-20% of TC.

• Organic Carbon (OC)- Major fraction.– Primary-direct emission from combustion

processes, cooking, industrial processes, biogenic sources

– Secondary-(SOA), VOC photo-oxidation products • Inorganic Carbon- carbonates, CaCO3.

(limestone, dust) – not observed in New York City.

Page 3: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

South Bronx, IS52- (681 Kelly St.).

Page 4: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Inlets for Semi-Continuous Analyzers

IMPROVE Sampler

STN Sampler (R&P)

Page 5: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

SUNSET Carbon

•PM2.5 cyclone

•SS Inlet

•Denuder (activated carbon strips)

•Quartz filter collects sample

•Hourly OC, EC

•Thermal conversion to CO2

•NDIR Detection

SUNSET Labs EC/OC Carbon Analyzer

Page 6: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Filter Measurements•24 hr, 1 in 3 Day Schedule, Quartz filter

•R&P 2300 Partisol (end 1/11/06), 10LPM, 14.4 m3

•Met-One SASS ( beg. 1/14/06), 6.7LPM, 9.6 m3

sharp cut cyclone

Silicon greased impactor

Page 7: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Flow Characteristics of Sunset Analyzer• Sunset Labs ECOC, 47 min samples, 8

li/min, ~0.4 m3 per sample

Comparison of Filter Face Velocities

•Sunset: ~ 80 cm/s

•R&P Partisol 2300 (24-hr filter): ~9.6 cm/s

•MetOne SASS (24-hr filter): ~6.4 cm/s

Page 8: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Measurement of “blank” or positive artifact for Sunset

Page 9: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Organic Carbon Blank, Jan 25-27, 2006

0.00

0.20

0.40

0.60

0.80

1.00

1.20

1.40

1.60

1.80

1/25 12:00 1/25 18:00 1/26 0:00 1/26 6:00 1/26 12:00 1/26 18:00 1/27 0:00 1/27 6:00 1/27 12:00

µg/m

3 ,

OC = 0.54 µg/m3, sd 0.29

Page 10: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Mean and Std Dev. SUNSET Hourly OC Blanks, South Bronx

0.00

0.20

0.40

0.60

0.80

1.00

1.20

1.40

1.60

1.80

Aug-05

Sep-05

Oct-05

Nov-05

Dec-05

Jan-06

Feb-06

Mar-06

Apr-06

May-06

Jun-06

Jul-06

Aug-06

Sep-06

µg/m

3 ,

total hourly average = 0.68

Page 11: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Elemental Carbon Blank, Jan 25-27, 2006

-0.010

-0.008

-0.006

-0.004

-0.002

0.000

0.002

0.004

0.006

0.008

0.010

0.012

1/25/ 12:00 1/25/ 18:00 1/26/ 0:00 1/26/ 6:00 1/26/ 12:00 1/26/ 18:00 1/27/ 0:00 1/27/ 6:00 1/27/ 12:00

µg/m

3 ,

EC = -0.004 µg/m3, sd 0.003

Page 12: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Mean and Std. Dev. SUNSET Hourly EC Blank, South Bronx

-0.03

-0.02

-0.01

0.00

0.01

0.02

0.03

Aug-05

Sep-05

Oct-05

Nov-05

Dec-05

Jan-06

Feb-06

Mar-06

Apr-06

May-06

Jun-06

Jul-06

Aug-06

Sep-06

µg/m

3 ,

Page 13: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Comparison of Semi-Continuous Sunset to STN Filter Measurements of EC & OC

Blank or positive artifact corrections are applied to the STN data based on averages of field and trip blanks at the South Bronx site. (Averages are done separately for R&P and MetOne samplers.)

Page 14: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

24Hr SUNSET vs STN Filter Elemental Carbon

Partisoly = 0.87x + 0.03

R2 = 0.59

Met Oney = 0.86x - 0.14

R2 = 0.96

0.0

1.0

2.0

3.0

4.0

5.0

6.0

0.0 1.0 2.0 3.0 4.0 5.0 6.0

STN Filter EC (µg/m3)

SUN

SET

EC (µ

g/m

3 )

Partisol Met-One Linear (Partisol) Linear (Met-One)

Page 15: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

24 hr SUNSET vs STN Filter Organic Carbon

Partisoly = 0.66x + 0.45

R2 = 0.69

Met-Oney = 0.67x - 0.17

R2 = 0.86

0

2

4

6

8

10

12

14

0 2 4 6 8 10 12 14

STN Filter OC (µg/m3)

SUN

SET

OC

(µg/

m3 )

Partisol Met-One Linear (Partisol) Linear (Met-One)

Page 16: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

24 hr SUNSET vs STN Filter Total Carbon

Partisoly = 0.73x + 0.43

R2 = 0.65

Met-Oney = 0.73x - 0.35

R2 = 0.92

0

2

4

6

8

10

12

14

16

18

20

0 2 4 6 8 10 12 14 16 18 20

STN FIlter TC (µg/m3)

SUN

SET

TC (µ

g/m

3 )

Partisol Met-One Linear (Partisol) Linear (Met-One)

Page 17: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Seasonal and Day-of-Week Patterns from Sunset Data

Page 18: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Monthly SUNSET Total Carbon, South Bronx, 2005-2006

0

2

4

6

8

10

12

Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep

µg/m

3 ,

mean median

whiskers indicate 5 and 95 percentiles

Seasonal Variation

Page 19: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Monthly SUNSET OC, South Bronx, 2005-2006

0

1

2

3

4

5

6

7

8

9

10

Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep

µg/m

3 ,

mean median

whiskers indicate 5 and 95 percentiles

Seasonal Variation

Page 20: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Monthly SUNSET EC, South Bronx, 2005-2006

0

1

2

3

4

5

Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep

µg/m

3 ,

mean median

whiskers indicate 5 and 95 percentiles

Seasonal Variation

Page 21: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Ratio OC/EC 2005-2006, South Bronx

0.0

0.5

1.0

1.5

2.0

2.5

3.0

3.5

Jul-05

Aug-05

Sep-05

Oct-05

Nov-05

Dec-05

Jan-06

Feb-06

Mar-06

Apr-06

May-06

Jun-06

Jul-06

Aug-06

Sep-06

Month,

OC

/EC

,

Page 22: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Organic Carbon, 2005-2006, South Bronx

0

0.5

1

1.5

2

2.5

3

3.5

4

Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun

µg/m

3 ,

weekday weekend

Day-of-Week Variation

Page 23: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Elemental Carbon, 2005-2006, South Bronx

0

0.2

0.4

0.6

0.8

1

1.2

1.4

1.6

1.8

2

Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun

µg/m

3 ,

weekday weekend

Day-of-Week Variation

Page 24: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Example of the Power of Continuous Measurements for PM2.5 Mass Reconstruction

•PM2.5: TEOM - 50º C “standard”

•Sulfate: Thermo 5020 – Values x 1.375 to account for ammonium

•Nitrate: R&P/Thermo 8400N – Values x 1.29 to account for ammonium

•OM: OC x 1.5

•EC: used as measured

Page 25: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Nov 2005

0

10

20

30

40

50

6011

/1

11/3

11/5

11/7

11/9

11/1

1

11/1

3

11/1

5

11/1

7

11/1

9

11/2

1

11/2

3

11/2

5

11/2

7

11/2

9

12/1

µg/m

3

PM2.5 SO4+TC+NO3 FRM

SO4 = (NH4)2SO4

NO3 = NH4NO3

TC = OC *1.5 + ECPM2.5 = 50oC TEOM

Page 26: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Method Issues - Sunset• Stable measurement of positive

artifact (“blank”) requires ~24 hours• Variability of OC positive artifact –

use annual, seasonal, or monthly values?

• Collection of SVOC – front oven cool down time, and ~30º C Filter Temp.

• Carbon paper denuder – are activated carbon monoliths more appropriate?

• Should we use Optical or Thermal EC? What do we do with the other?

Page 27: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Conclusions - Artifacts

• Artifacts (blanks) are an issue• No clear solution:

– Improve “correction” scheme– Improve method (i.e., eliminate issue)– ???

Page 28: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Conclusions – Filter Comparisons

• Mixed results– EC okay (<15% difference)– OC less good (>30% difference)

• How do we know which is right? (i.e., STN or Sunset)– STN – no denuder– Sunset – SVOC loss?– Need calibration “standards”

• Is there a “monitoring” method that can quantitatively collect SVOC?

Page 29: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Conclusions - Observations

• OC concentrations are highest from June to August

• EC appears to be a little higher in winter (as expected)

• Day-of-week dependence is weaker then expected. EC shows greater contrast for most months.

Page 30: Semi-Continuous Measurements of PM2.5 Carbon at the South ... · Jim Schwab ASRC, University at Albany, SUNY 2006 National Monitoring Conference - November 7, 2006. PM 2.5 Carbon

Acknowledgements

• Rich Colas and Sergio Fleishaker for help with instrument operation at IS52

• ASRC colleagues Ken Demerjian and Olga Hogrefe