Western Regional Emissionsfor Regional Haze analysis and planning efforts
Tom Moore
EGU Emissions Analysis project meeting
November 6, 2018
Salt Lake City, UT
Emissions sources – western U.S. air quality planning
2
State Emissions Inventory Categories for Regional Haze Planning
3
Agriculture - Crops & Livestock DustBiogenics - Vegetation and SoilCommercial CookingFires - Agricultural Field BurningFires - Prescribed FiresFires - WildfiresFuel Comb - Comm/Institutional - BiomassFuel Comb - Comm/Institutional - CoalFuel Comb - Comm/Institutional - Natural GasFuel Comb - Comm/Institutional - OilFuel Comb - Comm/Institutional - OtherFuel Comb - Electric Generation - BiomassFuel Comb - Electric Generation - CoalFuel Comb - Electric Generation - Natural GasFuel Comb - Electric Generation - OilFuel Comb - Electric Generation - OtherFuel Comb - Industrial Boilers, ICEs - BiomassFuel Comb - Industrial Boilers, ICEs - CoalFuel Comb - Industrial Boilers, ICEs - Natural GasFuel Comb - Industrial Boilers, ICEs - OilFuel Comb - Industrial Boilers, ICEs - OtherFuel Comb - Residential - Natural GasFuel Comb - Residential - OilFuel Comb - Residential - OtherFuel Comb - Residential - Wood
Industrial Processes - Cement ManufIndustrial Processes - Chemical ManufIndustrial Processes - Ferrous MetalsIndustrial Processes - MiningIndustrial Processes - NECIndustrial Processes - Non-ferrous MetalsIndustrial Processes - Oil & Gas ProductionIndustrial Processes - Petroleum RefineriesIndustrial Processes - Pulp & PaperIndustrial Processes - Storage and TransferMiscellaneous Non-Industrial NECMobile - AircraftMobile - Commercial Marine VesselsMobile - LocomotivesMobile - Non-Road Equipment - DieselMobile - Non-Road Equipment - GasolineMobile - Non-Road Equipment - OtherMobile - On-Road Diesel Heavy Duty VehiclesMobile - On-Road Diesel Light Duty VehiclesMobile - On-Road non-Diesel Heavy Duty VehiclesMobile - On-Road non-Diesel Light Duty VehiclesWaste Disposal
40 10000 20000 30000 40000 50000 60000 70000
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Wood
Industrial Processes - Cement Manuf
Industrial Processes - Non-ferrous Metals
Miscellaneous Non-Industrial NEC
Mobile - Aircraft
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Arizona - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
50 50000 100000 150000 200000 250000 300000
Agriculture - Crops & Livestock Dust
Agriculture - Livestock Waste
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Comm/Institutional - Oil
Fuel Comb - Electric Generation - Biomass
Fuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Natural Gas
Fuel Comb - Electric Generation - Oil
Fuel Comb - Electric Generation - Other
Fuel Comb - Industrial Boilers, ICEs - Biomass
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Industrial Boilers, ICEs - Other
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Wood
Industrial Processes - Cement Manuf
Industrial Processes - Chemical Manuf
Industrial Processes - NEC
Industrial Processes - Oil & Gas Production
Industrial Processes - Petroleum Refineries
Industrial Processes - Pulp & Paper
Industrial Processes - Storage and Transfer
Miscellaneous Non-Industrial NEC
Mobile - Aircraft
Mobile - Commercial Marine Vessels
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
California - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
60 10000 20000 30000 40000 50000 60000
Agriculture - Crops & Livestock DustAgriculture - Livestock Waste
Biogenics - Vegetation and SoilCommercial Cooking
Fires - Prescribed FiresFires - Wildfires
Fuel Comb - Comm/Institutional - Natural GasFuel Comb - Comm/Institutional - Oil
Fuel Comb - Comm/Institutional - OtherFuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Natural GasFuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural GasFuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Residential - Natural GasFuel Comb - Residential - OtherFuel Comb - Residential - Wood
Industrial Processes - Cement ManufIndustrial Processes - Mining
Industrial Processes - NECIndustrial Processes - Oil & Gas ProductionIndustrial Processes - Petroleum Refineries
Industrial Processes - Pulp & PaperIndustrial Processes - Storage and Transfer
Miscellaneous Non-Industrial NECMobile - Aircraft
Mobile - LocomotivesMobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - GasolineMobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty VehiclesMobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty VehiclesMobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Colorado - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
70 5000 10000 15000 20000 25000 30000 35000 40000
Agriculture - Crops & Livestock Dust
Agriculture - Livestock Waste
Biogenics - Vegetation and Soil
Commercial Cooking
Dust - Construction Dust
Dust - Paved Road Dust
Dust - Unpaved Road Dust
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Biomass
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Electric Generation - Biomass
Fuel Comb - Electric Generation - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Biomass
Fuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Industrial Boilers, ICEs - Other
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Oil
Fuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Industrial Processes - Chemical Manuf
Industrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Pulp & Paper
Industrial Processes - Storage and Transfer
Miscellaneous Non-Industrial NEC
Mobile - Aircraft
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Idaho - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
80 5000 10000 15000 20000 25000 30000 35000 40000 45000 50000
Agriculture - Crops & Livestock Dust
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Biomass
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Comm/Institutional - Other
Fuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Other
Fuel Comb - Industrial Boilers, ICEs - Biomass
Fuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Industrial Boilers, ICEs - Other
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Oil
Fuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Gas Stations
Industrial Processes - Cement Manuf
Industrial Processes - Chemical Manuf
Industrial Processes - Ferrous Metals
Industrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Non-ferrous Metals
Industrial Processes - Oil & Gas Production
Industrial Processes - Petroleum Refineries
Industrial Processes - Pulp & Paper
Industrial Processes - Storage and Transfer
Mobile - Aircraft
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Montana - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
90 5000 10000 15000 20000 25000 30000
Agriculture - Crops & Livestock DustBiogenics - Vegetation and Soil
Commercial CookingFires - Prescribed Fires
Fires - WildfiresFuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Comm/Institutional - OilFuel Comb - Comm/Institutional - Other
Fuel Comb - Electric Generation - CoalFuel Comb - Electric Generation - Natural Gas
Fuel Comb - Electric Generation - OilFuel Comb - Electric Generation - Other
Fuel Comb - Industrial Boilers, ICEs - CoalFuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - OilFuel Comb - Residential - Natural Gas
Fuel Comb - Residential - OtherFuel Comb - Residential - Wood
Industrial Processes - Cement ManufIndustrial Processes - Chemical Manuf
Industrial Processes - MiningIndustrial Processes - NEC
Industrial Processes - Non-ferrous MetalsIndustrial Processes - Storage and Transfer
Miscellaneous Non-Industrial NECMobile - Aircraft
Mobile - LocomotivesMobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - GasolineMobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty VehiclesMobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty VehiclesMobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Nevada - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
100 5000 10000 15000 20000 25000 30000 35000 40000 45000 50000
Agriculture - Crops & Livestock Dust
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Biomass
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Natural Gas
Fuel Comb - Electric Generation - Oil
Fuel Comb - Electric Generation - Other
Fuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Industrial Boilers, ICEs - Other
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Industrial Processes - Cement Manuf
Industrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Oil & Gas Production
Industrial Processes - Petroleum Refineries
Mobile - Aircraft
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
New Mexico - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
11
EGUs
0 10000 20000 30000 40000 50000 60000 70000 80000
Agriculture - Crops & Livestock Dust
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Oil
Fuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Industrial Processes - Chemical Manuf
Industrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Oil & Gas Production
Industrial Processes - Petroleum Refineries
Industrial Processes - Storage and Transfer
Mobile - Aircraft
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
North Dakota - 2014Sum of NOX Sum of PM2.5 Sum of SO2
120 10000 20000 30000 40000 50000 60000 70000 80000 90000 100000
Agriculture - Crops & Livestock Dust
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Biomass
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Biomass
Fuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Oil
Fuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Industrial Processes - Cement Manuf
Industrial Processes - Chemical Manuf
Industrial Processes - Ferrous Metals
Industrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Pulp & Paper
Industrial Processes - Storage and Transfer
Miscellaneous Non-Industrial NEC
Mobile - Aircraft
Mobile - Commercial Marine Vessels
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Oregon - 2014 Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
130 10000 20000 30000 40000 50000 60000 70000
Agriculture - Crops & Livestock Dust
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Electric Generation - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Industrial Processes - Cement Manuf
Industrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Oil & Gas Production
Mobile - Aircraft
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
South Dakota - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
140 5000 10000 15000 20000 25000 30000 35000 40000 45000 50000
Agriculture - Crops & Livestock Dust
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Comm/Institutional - Oil
Fuel Comb - Electric Generation - Coal
Fuel Comb - Electric Generation - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Industrial Boilers, ICEs - Other
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Industrial Processes - Cement Manuf
Industrial Processes - Chemical Manuf
Industrial Processes - Ferrous Metals
Industrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Non-ferrous Metals
Industrial Processes - Oil & Gas Production
Industrial Processes - Petroleum Refineries
Industrial Processes - Storage and Transfer
Miscellaneous Non-Industrial NEC
Mobile - Aircraft
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Utah - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
150 20000 40000 60000 80000 100000 120000
Agriculture - Crops & Livestock Dust
Biogenics - Vegetation and Soil
Commercial Cooking
Fires - Agricultural Field Burning
Fires - Prescribed Fires
Fires - Wildfires
Fuel Comb - Comm/Institutional - Biomass
Fuel Comb - Comm/Institutional - Natural Gas
Fuel Comb - Comm/Institutional - OtherFuel Comb - Electric Generation - Biomass
Fuel Comb - Electric Generation - CoalFuel Comb - Electric Generation - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - BiomassFuel Comb - Industrial Boilers, ICEs - Coal
Fuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - Oil
Fuel Comb - Industrial Boilers, ICEs - Other
Fuel Comb - Residential - Natural Gas
Fuel Comb - Residential - OilFuel Comb - Residential - Other
Fuel Comb - Residential - Wood
Industrial Processes - Cement Manuf
Industrial Processes - Chemical ManufIndustrial Processes - Mining
Industrial Processes - NEC
Industrial Processes - Non-ferrous Metals
Industrial Processes - Petroleum Refineries
Industrial Processes - Pulp & Paper
Miscellaneous Non-Industrial NECMobile - Aircraft
Mobile - Commercial Marine Vessels
Mobile - Locomotives
Mobile - Non-Road Equipment - Diesel
Mobile - Non-Road Equipment - GasolineMobile - Non-Road Equipment - Other
Mobile - On-Road Diesel Heavy Duty VehiclesMobile - On-Road Diesel Light Duty Vehicles
Mobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty Vehicles
Waste Disposal
Tons
Washington - 2014 Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
160 5000 10000 15000 20000 25000 30000 35000 40000 45000
Agriculture - Crops & Livestock DustBiogenics - Vegetation and Soil
Commercial CookingFires - Agricultural Field Burning
Fires - Prescribed FiresFires - Wildfires
Fuel Comb - Comm/Institutional - CoalFuel Comb - Comm/Institutional - Oil
Fuel Comb - Electric Generation - CoalFuel Comb - Electric Generation - Oil
Fuel Comb - Industrial Boilers, ICEs - CoalFuel Comb - Industrial Boilers, ICEs - Natural Gas
Fuel Comb - Industrial Boilers, ICEs - OilFuel Comb - Industrial Boilers, ICEs - Other
Fuel Comb - Residential - Natural GasFuel Comb - Residential - OtherFuel Comb - Residential - Wood
Industrial Processes - Cement ManufIndustrial Processes - Chemical Manuf
Industrial Processes - MiningIndustrial Processes - NEC
Industrial Processes - Non-ferrous MetalsIndustrial Processes - Oil & Gas ProductionIndustrial Processes - Petroleum RefineriesIndustrial Processes - Storage and Transfer
Mobile - AircraftMobile - Locomotives
Mobile - Non-Road Equipment - DieselMobile - Non-Road Equipment - Gasoline
Mobile - Non-Road Equipment - OtherMobile - On-Road Diesel Heavy Duty Vehicles
Mobile - On-Road Diesel Light Duty VehiclesMobile - On-Road non-Diesel Heavy Duty Vehicles
Mobile - On-Road non-Diesel Light Duty VehiclesWaste Disposal
Tons
Wyoming - 2014Sum of NOX Sum of PM2.5 Sum of SO2
EGUs
§309 SO2 Regional Emissions Milestone Program
2016 §309 Regional SO2 Emissions and Milestone Report (March 2018,
https://www.wrapair2.org/pdf/2016%20Section%20309%20SO2%20Milestone%20Report_Final.pdf)
17
Reported 2016 SO2 Emissions by State (tons/year)
State Reported SO2 Emissions
New Mexico 11,675
Utah 12,960
Wyoming 64,157
Total 88,792
18
unplanned natural?! wildfire
planned prescribed fire
Thank you.
Tom MooreWRAP Air Quality Program Manager, WESTAR
19
Top Related