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What is Air Pollution Dispersion Modeling ?
A model provides a fundamental link between emissions and air quality changes by simulating transport, dispersion, transformation, and deposition.
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Why do we model air pollution?
- 1. Emission Assessments
- 2. To discriminate against sources
- 3. To evaluate alternative control strategies
- 4. To compliment ambient monitoring
- 5. To evaluate accidental releases
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STABILITY
- Degree of stability must be known if we are to estimate the ability of the atmosphere to be able to disperse pollutants from anthropogenic sources.
- Stable atmospheres do not allow much vertical mixing. As a result, pollutants near the earth’s surface tend to stay there
- Mixing is dependant upon: Mechanical turbulence due to shearing action of wind and; Temperature gradient
- Comparing actual environmental temperature gradient (lapse rate) to adiabatic lapse rate can help determine possibility of thermal mixing
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Stability Categories:
- Stable – does not exhibit much vertical mixing or motion
- Unstable – mechanical structure is enhanced by thermal structure
- Neutral – thermal structure neither enhances nor resists mechanical turbulence
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Lapse Rate is:
- Rate of decrease in temperature as one ascends through the atmosphere
- oK/ Km rise (0oK = -273oC)
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Dry adiabatic lapse rate
Rate of temperature decrease of parcel of air as it rises
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Environmental lapse rate
Temperature gradient of ambient air as changes with altitude.
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What is zero drift?
- Drift dictates the frequency of calibration.
- Zero drift is the change in response to zero pollutant concentration, over 12 and 24 hours of continuous unadjusted operation
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What is span drift?
the percent change in a response to a pollutant concentration over a 24-hour period of continuous unadjusted operation
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Adiabatic:
Occurring without the addition or loss of heat.
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Unstable (B-C) conditions:
Atmospheric lapse rate cooling faster then adiabatic lapse rate in plume.
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Stability letters ABC?
Unstable
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Stability letter D?
Neutral
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Stability letters E,F?
Stable
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Slope Factor:
- From lab/clinical studies, assumes risk at every dose, no safe risk.
- = Risk/Dose (mg/kg/d)-1
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Risk-specific Dose (RsD):
- for contaminant known to cause cancer
- = Risk/Slope Factor (mg/kg/day)
- should be < 1/100,000 for carcinogens
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TDI:
- Tolerable Daily Intake (Rfd - reference dose)
- for non-cancer effects; non-carcinogens
- = NOAEL/(UF1 x UF2 x ... x MF)
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Uncertainty Factors for TDI:
- Heterogeneous Population = x10
- Animals to Humans = x10
- Chronic NOAEL from subchronic data = x10
- NOAEL rather than LOAEL = x10
- MF = x10 (general uncertainty)
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EDI:
Estimated Daily Intake through exposure pathways: inhaled, ingested, etc.
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Estimated Dose (Air):
- ED = Ca x IRA x AFinh/BW
- (mg/kg/day)
- Ca - concentration of contaminant (mg/m3)
- IRA - inhalation rate (m3/h)
- AFinh - inh absorption factor = 1.0
- BW - body weight
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Risk (carcinogens):
- EDI < RsD
- minimal risk of cancer from exposure to that contaminant
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Risk (non-carcinogens):
- EDI < TDI
- exposure to contaminant likely does not pose signif risk to human health
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Slope-factor vs. TDI
Cancer risk per bite vs. Threshold number of bites resulting in toxic effect.
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Hazard Quotient (HQ):
- Non-carcinogens (air-borne contaminant)
- HQ = Air [ ] (ug/m3) x Fraction of time exposed/Tolerable air [ ] ug/m3
- or
- HQ = ED/TDI (ED - calculated without D's and LE)
- HQ < 1, acceptable risk
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Incremental Lifetime Cancer Risk (ILCR):
- Carcinogens (air-borne) (ug/m3)-1
- ILCR = Air [ ] ug/m3 x Fraction of time exposed x Cancer Unit Risk (ug/m3)
- ILCR < 1/105 , acceptable risk.
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Limits of Risk assessment:
- Lack of studies to back up
- Lack of long term effects evidence
- Difficult to assess risk posed by trace amounts in tissues
- With small doses, dose-response difficult to quantify
- Individual differences
- Lifestyle differences
- Conventional approaches inadequate to measure delayed effects
- Effects only seen in synergism
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Continuous Emission Monitors (CEMs):
have built in calibration gases to correct for zero drift and span drift daily i.e. continuous calibration.
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Parameters monitored at station:
SO2, TRS, NOx, ppm (TSP, PM10, PM2.5, & dustfall), PAHs, PCBs, VOCs, fluoridation rate, meteorological (wind speed/direction, temp, solar radiation)
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Sampling System Design:
- Temperature stability of shelter
- Location of sampling probe(s)
- Manifold or sample inlet line system
- Length of probe
- Probe material
- Filters/fittings
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Site Management:
- Determine frequency of routine site visits
- Provide training
- Plan approp. level of surveillance
- Plan equipment operations and data checking
- Calibration checks (daily, manual, multi-point)
- Traceability, unique identifiers
- SOPs
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VOC Monitoring
Summa Cannister, fills after 24 hours.
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TSP and Metals monitoring
- high vol sampler, quartz filter
- Q = 40-60 ft3/min
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PAH and PCB monitoring:
- high volume sampler, PUF/XAD module
- Q = 7.9 ft3/min
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PM10 monitoring:
- high vol sampler, quartz filter, selective inlet
- big round top
- Q = 40 ft3/min
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PM2.5 monitoring
- low vol sampler, PTFE filter, size selective filter
- Q = 16.7 L/min
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STPA-AAMP
Sydney Tar Ponds Agency - Ambient Air Monitoring Program
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As Fg accelerates particle downward, speed increases and FD:
Drag Force increases.
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Net force: Fg - FD:
decreases with acceleration (eventually reaching 0)
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Fg is constant, 9.81 m2/sec, FD:
increases with speed.
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Stokes Law:
When net force = 0, then FD =
- Fg
- If the particles are falling in the viscous fluid by their own weight
- due to gravity, then a terminal velocity, also known as the settling velocity, is
- reached when this frictional force combined with the buoyant force exactly balance the gravitational force.
- The result is settling velocity (or terminal velocity) = ut.
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Optimal Particle Ranges:
Settling Chamber
Cyclone
Wet scrubber
Fabric filter
Electrostatic precipitator
- Settling Chamber: 40-10,000 um
- Cyclone: <10-20 um
- Wet scrubber: 0.1 - 30 um
- Fabric filter: 0.01 - 20 um
- ESP: 0.001 - 10 um
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Electrostatic Precipitators work by:
giving particles an electrostatic charge then puts them in an electrostatic field that drives them to a collecting wall.
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Two types of filters are:
- Surface filters (coffee filter - form a cake) &
- Depth filters (HEPA - brownian diffusion)
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Brownian diffusion - 2 important effects:
- Rate of collisions are not balanced
- Significant force in the imbalanced direction
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Scrubbers collect particles:
- in dirty gas stream with liquid drops (eg. ventruri scrubber)
- Particles collide with droplets, separated in cyclone
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4 ways of reducing pollutants:
- Adsorption
- Absorption
- Condensation
- Combustion
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Manual used on Sydney Tar Ponds Project AQ monitoring:
Operations Manual for Air Quality Monitoring in Ontario
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