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Emissions Inventory and Health Risk Assessment of Toxic Air Pollutants for
the Canadian Lower Fraser Valley and Vancouver, British Columbia
6139
Dana Sullivan, Yuan Du, Stephen Reid, and Michael McCarthy Sonoma Technology, Inc.
Francis Ries and Derek Jennejohn Metro Vancouver
for
EPA International Emission Inventory Conference San Diego, CA April 15, 2015
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Study Overview Study purpose: Develop improved information for use in decision- and policy-making
• Task 1 – Health Risk Assessment – Evaluate air toxics data collected in the Canadian Lower Fraser
Valley (CLFV) and perform a health risk assessment for those pollutants.
• Task 2 – Update the Emissions Inventory (EI) of Toxic Air Pollutants (TAPs) – Update the air toxics EI with an emphasis on the prioritized
pollutants based on cancer and noncancer health risks.
TAPs Risk Assessment Study 2
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Monitoring Sites
3 Study Area, Monitoring Sites, and Pollutants
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Task 1 – Risk Assessment
• Hazard Identification – Determine which pollutants are of concern.
• Dose-Response Assessment – Quantify the levels of concern.
• Exposure Assessment – Quantify or estimate the concentrations to which people are exposed.
• Risk Characterization – Quantify risk and hazard levels.
Task 1 – Overview
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CLFV Average Cancer Risk
Task 1 – Risk Assessment
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CLFV Average Noncancer Hazard
Task 1 – Risk Assessment
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Comparisons with Other Cities
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Task 1 – Risk Assessment
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Background Contributions
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Metals values are upper estimates; true contributions are likely less. NH = northern hemisphere
Task 1 – Risk Assessment
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Task 2 – Update the EI of TAPs Background and context • A year-2000 EI of TAPs was previously developed
for the CLFV airshed.
• The goal of this task is to develop an updated (2010) EI for priority TAPs in the CLFV airshed.
• The 2010 TAP EI is a tool air quality managers may reference when considering which TAPs and sources to address with mitigation actions.
Task 2 – Overview
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Methodology (1)
• Screening-level EI – Processed point, on-road, non-road, and
nonpoint sources separately – Data/approach selection hierarchy
• TAP emissions (e.g., MOVES, NPRI data) • Speciation of criteria air pollutant (CAP) emissions
– Local profiles – SPECIATE 4.4
Task 2 – Emission Inventory
NPRI = National Pollutant Release Inventory CAP = Criteria air pollutant
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Methodology (2)
• Refined EI – Processed point, on-road, non-road, and
nonpoint sources separately – Data/approach selection hierarchy
• Adopt TAP emissions (e.g., MOVES, NPRI data) • Estimate emissions by applying emission factors (EF)
– TAP EF × Activity (e.g., aircraft, residential wood combustion)
• HAP augmentation (i.e., EPA 2011 NEI) • Speciation of CAP emissions (i.e., screening-level EI)
HAP = Hazardous air pollutant NEI = National emissions inventory
Task 2 – Emission Inventory
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Source Category Contributions by Region
Diesel PM Acrolein
Task 2 – Emission Inventory
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Emissions Spatial Distribution
Diesel PM
Acrolein
Task 2 – Emission Inventory
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Important TAPs for Cancer Risk
14 Conclusions
Estimated average excess lifetime cancer risk for the CLFV
– Diesel PM: 224 per million people (with low certainty)
– All other TAPs studied, combined: 98 per million people
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Key Sources of Diesel PM
Marine 36%
Non-road Engines and Equipment
31%
Heavy-Duty Vehicles
18%
Light-Duty Vehicles
7%
Other 8%
Total CLFV Emissions: 1451 tonnes
15 Conclusions
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Key TAPs for Noncancer Hazard
16 Conclusions
• Estimated average noncancer hazard quotients for the CLFV – Acrolein: 15.2 – All other TAPs studied,
combined: 1.2 – The second- and third-
highest contributors to hazard: • Formaldehyde: 0.23 • Acetaldehyde: 0.20
Acrolein All other TAPsstudied
0
2
4
6
8
10
12
14
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Key Sources of Acrolein
Aircraft 34%
Light-Duty Vehicles
14% Heating 12%
Non-road Engines and Equipment
11%
Chemical Products Use
10%
Other 19%
Total CLFV Emissions: 43.5 tonnes
17 Conclusions
Atmospheric Formation
?
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Key Sources of 1,3-Butadiene
Non-Road Mobile
46% On-Road Mobile
42%
Area 12%
Total CLFV Emissions: 104 tonnes
18 Conclusions
For more information about atmospheric transformations of 1,3-Butadiene that form acrolein, see: Formation and Reaction of Hydroxycarbonyls from the Reaction of OH Radicals with 1,3-Butadiene and Isoprene Jillian Baker, Janet Arey, and Roger Atkinson, Environmental Science & Technology 2005 39 (11), 4091-4099.
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Metro Vancouver Policy Context • MV has delegated authority for
regional air quality management: – 2011 Integrated Greenhouse Gas &
Air Quality Management Plan has goals and strategies that include TAPs, particularly diesel PM.
– Pursuant to our previous TAP Risk Assessment and EI (2007), MV developed a Non-Road Diesel Engine Emission Regulation targeting largest (onshore) regional source of diesel PM.
19 Policy
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Metro Vancouver Policy Implications (1)
• Diesel PM remains by far the largest source of cancer risk and risk weighted emissions – Continue and potentially enhance Non-
Road Diesel Engine Emission Regulation. – Investigate measures to reduce diesel PM
emissions from on-road heavy diesels. – IMO North American Emission Control
Area will play vital role in reducing marine diesel PM emissions.
20 Policy
IMO = International Maritime Organization
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Metro Vancouver Policy Implications (2)
• On-road and non-road gasoline engines remain key sources of TAPs – Termination of the regional AirCare I&M
program for on-road LDVs is a concern. – New Regional Ground Level Ozone
Strategy may motivate VOC reduction policies.
• Residential wood burning is a surprisingly large source of TAPS – Development of regulations on residential
wood burning currently underway.
21 Policy
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Recommendations • Monitoring
– Add permanent monitoring of acrolein, formaldehyde, acetaldehyde, and ethylene oxide.
– Apply optical saturation correction of black carbon measured with aethalometers to improve characterization of wood smoke and diesel PM (following published methods).
– Monitor PCDDs, PCDFs, and PAHs intermittently (e.g., every 3rd or 5th year) to assess local concentrations.
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PCDDs = polychlorinated dibenzodioxins PCDFs = polychlorinated dibenzofurans PAHs = polycyclic aromatic hydrocarbons
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Recommendations • Exposure modeling • Data analyses
– Analyze spatially resolved emissions and receptor data as a simplified alternative to exposure modeling.
– Compare results to other Canadian studies when available. – Characterize co-benefits of pollutant reductions.
• Policy development – Continue existing diesel emissions regulatory programs. – Investigate new programs for sources not currently regulated at
the regional level: additional diesel PM sources, on-road vehicles, non-road engines, and wood burning.
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Contact
Dana Sullivan [email protected]
Sonoma Technology, Inc. 707.665.9900 sonomatech.com
Francis Ries [email protected]
Metro Vancouver 604.436.6803 metrovancouver.org
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