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    Within-Week Variability and Long-TermTrends in Traffic, Power Plant Emissions,and Ambient CO, NOy and Ozone for theCharlotte Metropolitan Area

    Jennifer L. Perry* and Patrick M. Owens

    Department of Chemistry

    Winthrop University, Rock Hill, SC 29733

    *Current address: Department of Chemistry, Duke University, Durham, NC 27708

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    Objectives

    Show Charlotte regional growth by trafficvolumes and power plant emissions

    Characterize trends in NOy, CO, Hydrocarbon,and Ozone monitoring data

    Understand how traffic and power plantemission fluctuations within each week affectpollutant levels

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    Type of Data Monitoring Site Selected Data

    Traffic Counts

    Interstate I-77Jun-Aug, 1990-1997

    South Blvd,

    Wilkinson Blvd,

    Graham St.

    May-Sep, 1990-1997

    (8-9 AM, 6-7 PM, daily)

    Mecklenburg

    County Ambient

    Air Monitors

    Plaza, County Line

    O3 : May-Sep, 90-00

    CO: May-Sep, 93-00

    NOy: May-Sep, 95-00

    Hydrocarbons, 95-99

    Arrowwood O3: May-Sep, 90-00

    Power Plant

    Emission Monitors

    (CEM)

    Riverbend, Allen

    Marshall, Buck

    NOx: May-Sep, 96-00

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    Traffic Locations, Monitoring Sites, & Power Plants

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    Regional NOx Sources

    1997 Gaston County Power Plant Emissions

    12,930 tons (Allen)

    3,780 tons (Riverbend)

    1996 Mecklenburg County Emissions

    17,295 tons (mobile sources) 687 tons (stationary sources)

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    Traffic Sites

    Roadway Tachograph Loc. Data Available

    Interstate 77 SC Welcome Center

    Between Exits 88 & 90

    June-August 1990-1997

    (Hourly data)

    South Blvd (Hwy

    521)

    Between Poindexter &

    Marsh @ Pepsi Plant

    May-Sept 1990-1998,

    (7-8AM, 5-6PM, Daily)

    Wilkinson Blvd

    (Hwy 29&74)

    Remount Rd

    Intersection

    May-Sept 1990-1998,

    (7-8AM, 5-6PM, Daily)

    Graham St. Past Railroad Tracks

    @ 12th St.

    May-Sept 1990-1998,

    (7-8AM, 5-6PM, Daily)

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    I-77 Traffic Volume vs. Time of Day

    0

    1000

    2000

    3000

    4000

    5000

    Time of Day (Hour)

    HourlyV

    olume

    Sun Mon Tues Wed

    Thu Fri Sat

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    8

    5

    10

    15

    20

    25

    30

    35

    40

    1 3 5 7 9 11 13 15 17 19 21 23

    Time of Day

    Avg

    HourlyNOy

    Concentration(ppb

    )

    Sunday Monday Tuesday Wednesday

    Thursday Friday Saturday

    May-Sep 95-98 Plaza Average Hourly NOy

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    May-Sep 93-98 Plaza Average Hourly CO

    200

    300

    400

    500

    600

    700

    800

    900

    1000

    1 3 5 7 9 11 13 15 17 19 21 23

    Time of Day (Hour)

    Avg.HourlyCO

    Reading

    (ppb)

    Sunday Monday Tuesday Wednesday

    Thursday Friday Saturday

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    1990-1998 May-Sep Diurnal Charlotte Ozone Averages

    By Day of Week (weekend days-lines, weekdays-markers

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    Day of Week NOx Emissions from Four

    Coal-fired Plants near Charlotte

    -25-20

    -15

    -10

    -5

    0

    5

    10

    15

    20

    Sun Mon Tue Wed Thu Fri Sat

    Day of Week

    %Difference

    from

    7-DayAverage

    Allen

    Riverbend

    Marshall

    Buck

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    Coal-fired Power Plant Hourly NOx Emissionsby Day of Week for a Recent Season

    25.00

    30.00

    35.00

    40.00

    45.00

    50.00

    55.00

    0 5 10 15 20

    Hour of Day

    Da

    ilyTons

    NOxEmissions

    Sun

    Mon

    Tue

    Wed

    Thu

    Fri

    Sat

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    Day of Week Variation at Fontana Urban BTEX

    Sampling Site

    -0.15

    -0.1

    -0.05

    0

    0.05

    0.1

    0.15

    Sun-Thu Thu-Sat Sat-Sun

    Benzene

    Toluene

    m/p-Xylene

    I-77 Traffic Cts

    Day of Week Variation at Kennedy Urban BTEX

    Sampling Site

    -0.3

    -0.2

    -0.1

    0

    0.1

    0.2

    Sun-Thu Thu-Sat Sat-SunFractionofDifffrom7-Day

    Avg

    Benzene

    Toluene

    m/p-Xylene

    I-77 TrafficCts

    Day of Week Variation in Average Noon to Noon BTEXLevels in Charlotte Aug-Sep 96 and May-Aug 97

    Day of Week Variation at Dilworth Urban BTEX

    Sampling Site

    -0.15

    -0.1

    -0.05

    0

    0.05

    0.1

    0.15

    Sun-Thu Thu-Sat Sat-Sun

    Benzene

    Toluene

    m/p-Xylene

    I-77 Traffic

    Cts

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    Traffic Growth for I-77 and SouthBlvd Locations

    0

    500

    1000

    1500

    2000

    2500

    3000

    3500

    4000

    1990 1991 1992 1993 1994 1995 1996 1997 1998

    Year

    Average Hour Traffic 8:00 Traffic 18:00 Traffic

    0

    1000

    2000

    3000

    4000

    5000

    6000

    1990 1991 1992 1993 1994 1995 1996 1997

    Year

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    15

    20

    22

    24

    26

    28

    30

    32

    1995 1996 1997 1998 1999 2000

    Year

    NO

    y

    Conce

    ntration(ppb)

    County Plaza

    300

    400

    500

    600

    700

    1993 1994 1995 1996 1997 1998 1999 2000

    Year

    CO

    Concentration(ppb)

    County Plaza

    7-9 AM Yearly NOy and CO Trends atCounty Line and Plaza (Gar 00) Sites

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    May-Sep Mecklenburg County Ozone Trends

    0.04500

    0.05000

    0.05500

    0.06000

    0.06500

    0.07000

    0.07500

    1990 1992 1994 1996 1998 2000Year

    County Line Arrowwood Plaza

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    NOx Emission Trends from the two Coal-firedPower Plants, Allen and Riverbend, near Charlotte

    0.00

    10.00

    20.00

    30.00

    40.00

    50.00

    60.00

    70.00

    80.00

    June July Aug Jun-Aug May-Sep

    AvgTonsNOx/

    Day

    1996

    1997

    1998

    1999

    2000

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    Long-term Trends for Allen & RB NOx Emissions,Power, and Emissions per Unit of Power

    3000.00

    4000.00

    5000.00

    6000.00

    7000.00

    8000.00

    9000.00

    1996 1997 1998 1999 2000

    NOxemissions+Gig

    aWatt-Hours

    2.00

    2.50

    3.00

    3.50

    4.00

    4.50

    5.00

    5.50

    LbsNOx/Megawatt-hr

    Tons NOx emissions GigaWatt-Hours Lbs NOx/Mwt-hr

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    95-99 AM Hydrocarbon Reactivity-weightedConcentration Trends for the Plaza Site

    0

    15

    30

    45

    60

    75

    90

    105

    120

    135

    PAMS Tot. Paraffins Olefins Aromatics

    MIR

    *Concentration(ppbC)

    1995 1996 1997* 1998 1999

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    95-99 AM NMOC/NOy Ratios for the PlazaMonitoring Site

    0

    5

    10

    15

    20

    1994 1995 1996 1997 1998 1999 2000

    NMOC/NO

    y

    NOx Limited

    VOC Limited

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    7-8 AM Within Week Fluctuations for NOy,CO and Traffic Data

    0.2

    0.4

    0.6

    0.8

    1

    1.2

    1.4

    Sun Mon Tue-Fri SatReading/7DayAverage

    NOy CO Traffic

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    May-Sep 1990-1998 Within Week Ozone Averages forthe three Mecklenburg County Monitors

    0.95

    0.97

    0.99

    1.01

    1.03

    1.05

    Sun Mon Tue-Fri SatReading/7DayAverage

    County Line Arrowwood Plaza

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    Days Traffic CO NOy Ozone Power

    NOx

    Su/Tu-Fr 0 0 0 0.3373 0

    Mo/Tu-Fr 0.7488 0.9473 0.0381 0.3484 0.0023

    Sa/Tu-Fr 0 0.0012 0 0.4683 0.0025

    P-Values for Day of Week Comparisons of Traffic,Ambient Pollutants, and Power Plant NOx Emissions

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    Conclusions

    AM CO and NOy ambient concentrationscorrelate well with observed traffic patterns Weekend AM levels much lower than weekdays

    Monday AM CO comparable to other weekdays

    Monday AM NOy lower than other weekdays

    Within week power plant NOx emissions

    Tues-Fri 10% above 7-day average Mon & Sat 7.5% below 7-day average

    Sun 19% below 7-day average

    Monday AM NOx lowest in week; low Monday AMNO

    y

    ambient levels may be due to this

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    Conclusions

    Total Power Plant NOx emissions from Allenand Riverbend Power Plants are stable

    From 1996-2000, power generated during May-Sep

    by the two Gaston Co. plants increased 27%. From 1996-2000, NOx emissions per unit of power

    decreased 20%.

    From 1996-2000, total NOX emissions from Allen

    and Riverbend increased 4%.

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    Conclusions

    Hydrocarbon Trends

    From 1997-1999, average AM Hydrocarbonslevels at Plaza decreased

    The Charlotte metropolitan region appearsto be a VOC-limited area

    1995-1999 Plaza AM VOC/NOy ratios areprimarily between four and eight.

    Ozone within week variation:

    Weekend ozone levels in MecklenburgCounty are equivalent to weekday levels

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    RecommendationsFor the city of Charlotte, implement ozone controlmeasures that reduce ambient VOC levels

    Replace the use of ozone action days withpractices to be implemented throughout ozoneseason

    Evaluate the use of total NOx emissions budgetsfor all power plants in the Charlotte region

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    AcknowledgementsNorth Carolina Division of Air Quality (Steve Few, BrianTimin)

    Winthrop University students (Gentry Ridgeway and Steve

    Hudson)

    City of Charlotte Department of Transportation (CharlesAble)

    South Carolina Department of Transportation (Joe Boozer)

    Duke Energy (Buddy Davis and Kris Knudsen)