diff --git a/.gitignore b/.gitignore index d32c86cee..ba32736d0 100644 --- a/.gitignore +++ b/.gitignore @@ -9,4 +9,7 @@ external_data.yaml *.cache **/data/fbs_diff/* flowby-old.py +flowsa/methods/flowbysectormethods/archive* +flowsa/data/external_data/SIT_data/* +flowsa/data/external_data/StateGHGI_data/* .spyproject* diff --git a/flowsa/data/activitytosectormapping/NAICS_Crosswalk_EPA_SIT.csv b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_EPA_SIT.csv new file mode 100644 index 000000000..a1bcfacde --- /dev/null +++ b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_EPA_SIT.csv @@ -0,0 +1,560 @@ +ActivitySourceName,Activity,SectorSourceName,Sector,SectorType,activity_set,Notes +EPA_SIT,"Agriculture, Agricultural Soil Management",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Agricultural Soil Management, Direct",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Agricultural Soil Management, Direct, Crop Residues",NAICS_2012_Code,111,,direct,crops +EPA_SIT,"Agriculture, Agricultural Soil Management, Direct, Fertilizers",NAICS_2012_Code,111,,direct,crops +EPA_SIT,"Agriculture, Agricultural Soil Management, Direct, Histosols",NAICS_2012_Code,111,,direct,crops +EPA_SIT,"Agriculture, Agricultural Soil Management, Direct, Livestock",NAICS_2012_Code,112,,direct,livestock +EPA_SIT,"Agriculture, Agricultural Soil Management, Direct, N-Fixing Crops",NAICS_2012_Code,111,,direct,crops +EPA_SIT,"Agriculture, Agricultural Soil Management, Indirect",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Agricultural Soil Management, Indirect, Fertilizers",NAICS_2012_Code,111,,direct,crops +EPA_SIT,"Agriculture, Agricultural Soil Management, Indirect, Leaching/Runoff",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Agricultural Soil Management, Indirect, Leaching/Runoff, Fertilizer Runoff/Leached",NAICS_2012_Code,111,,direct,crops +EPA_SIT,"Agriculture, Agricultural Soil Management, Indirect, Leaching/Runoff, Manure Runoff/Leached",NAICS_2012_Code,112,,direct,livestock +EPA_SIT,"Agriculture, Agricultural Soil Management, Indirect, Livestock",NAICS_2012_Code,112,,direct,livestock +EPA_SIT,"Agriculture, Agricultural Soil Management, TOTAL",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Burning of Agricultural Crop Waste",NAICS_2012_Code,111,,direct,crops +EPA_SIT,"Agriculture, Carbon Dioxide",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Enteric Fermentation",NAICS_2012_Code,112,,direct,animal production and aquaculture +EPA_SIT,"Agriculture, Liming",NAICS_2012_Code,111,,ag,crops +EPA_SIT,"Agriculture, Liming",NAICS_2012_Code,112,,ag,animals +EPA_SIT,"Agriculture, Manure Management",NAICS_2012_Code,112,,direct,animal production and aquaculture +EPA_SIT,"Agriculture, Methane",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Nitrous Oxide",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Agriculture, Rice Cultivation",NAICS_2012_Code,1111,,direct,oilseed and grain farming +EPA_SIT,"Agriculture, Urea Fertilization",NAICS_2012_Code,111,,ag,crops +EPA_SIT,"Agriculture, Urea Fertilization",NAICS_2012_Code,112,,ag,animals +EPA_SIT,"CO2FFC, Additional CO2 Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, Commercial",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,2213,,commercial_coal,"water, sewage and other systems" +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,42,,commercial_coal,wholesale trade +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,44,,commercial_coal,retail trade +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,45,,commercial_coal,retail trade +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,493,,commercial_coal,warehousing and storage +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,51,,commercial_coal,information +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,52,,commercial_coal,finance and insurance +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,53,,commercial_coal,real estate and rential and leasing +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,54,,commercial_coal,"professional, scientific, and technical services" +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,55,,commercial_coal,management of companies and enterprises +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,56,,commercial_coal,administrative support and waste management and remediation services +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,61,,commercial_coal,educational services +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,62,,commercial_coal,health care and social assistance +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,71,,commercial_coal,"arts, entertainment, and recreation" +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,72,,commercial_coal,accommodation and food services +EPA_SIT,"CO2FFC, Commercial, Coal",NAICS_2012_Code,81,,commercial_coal,other services (except public administration) +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,2213,,commercial_gas,"water, sewage and other systems" +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,42,,commercial_gas,wholesale trade +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,44,,commercial_gas,retail trade +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,45,,commercial_gas,retail trade +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,493,,commercial_gas,warehousing and storage +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,51,,commercial_gas,information +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,52,,commercial_gas,finance and insurance +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,53,,commercial_gas,real estate and rential and leasing +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,54,,commercial_gas,"professional, scientific, and technical services" +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,55,,commercial_gas,management of companies and enterprises +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,56,,commercial_gas,administrative support and waste management and remediation services +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,61,,commercial_gas,educational services +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,62,,commercial_gas,health care and social assistance +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,71,,commercial_gas,"arts, entertainment, and recreation" +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,72,,commercial_gas,accommodation and food services +EPA_SIT,"CO2FFC, Commercial, Natural Gas",NAICS_2012_Code,81,,commercial_gas,other services (except public administration) +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,2213,,commercial_other,"water, sewage and other systems" +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,42,,commercial_other,wholesale trade +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,44,,commercial_other,retail trade +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,45,,commercial_other,retail trade +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,493,,commercial_other,warehousing and storage +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,51,,commercial_other,information +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,52,,commercial_other,finance and insurance +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,53,,commercial_other,real estate and rential and leasing +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,54,,commercial_other,"professional, scientific, and technical services" +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,55,,commercial_other,management of companies and enterprises +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,56,,commercial_other,administrative support and waste management and remediation services +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,61,,commercial_other,educational services +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,62,,commercial_other,health care and social assistance +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,71,,commercial_other,"arts, entertainment, and recreation" +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,72,,commercial_other,accommodation and food services +EPA_SIT,"CO2FFC, Commercial, Other",NAICS_2012_Code,81,,commercial_other,other services (except public administration) +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,2213,,commercial_petroleum,"water, sewage and other systems" +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,42,,commercial_petroleum,wholesale trade +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,44,,commercial_petroleum,retail trade +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,45,,commercial_petroleum,retail trade +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,493,,commercial_petroleum,warehousing and storage +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,51,,commercial_petroleum,information +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,52,,commercial_petroleum,finance and insurance +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,53,,commercial_petroleum,real estate and rential and leasing +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,54,,commercial_petroleum,"professional, scientific, and technical services" +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,55,,commercial_petroleum,management of companies and enterprises +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,56,,commercial_petroleum,administrative support and waste management and remediation services +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,61,,commercial_petroleum,educational services +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,62,,commercial_petroleum,health care and social assistance +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,71,,commercial_petroleum,"arts, entertainment, and recreation" +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,72,,commercial_petroleum,accommodation and food services +EPA_SIT,"CO2FFC, Commercial, Petroleum",NAICS_2012_Code,81,,commercial_petroleum,other services (except public administration) +EPA_SIT,"CO2FFC, Electric Utilities",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, Electric Utilities, Coal",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"CO2FFC, Electric Utilities, Natural Gas",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"CO2FFC, Electric Utilities, Other",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"CO2FFC, Electric Utilities, Petroleum",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"CO2FFC, Industrial",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, Industrial, Coal",NAICS_2012_Code,31,,industrial_coal,manufacturing +EPA_SIT,"CO2FFC, Industrial, Coal",NAICS_2012_Code,32,,industrial_coal,manufacturing +EPA_SIT,"CO2FFC, Industrial, Coal",NAICS_2012_Code,33,,industrial_coal,manufacturing +EPA_SIT,"CO2FFC, Industrial, Natural Gas",NAICS_2012_Code,31,,industrial_gas,manufacturing +EPA_SIT,"CO2FFC, Industrial, Natural Gas",NAICS_2012_Code,32,,industrial_gas,manufacturing +EPA_SIT,"CO2FFC, Industrial, Natural Gas",NAICS_2012_Code,33,,industrial_gas,manufacturing +EPA_SIT,"CO2FFC, Industrial, Other",NAICS_2012_Code,31,,industrial_other,manufacturing +EPA_SIT,"CO2FFC, Industrial, Other",NAICS_2012_Code,32,,industrial_other,manufacturing +EPA_SIT,"CO2FFC, Industrial, Other",NAICS_2012_Code,33,,industrial_other,manufacturing +EPA_SIT,"CO2FFC, Industrial, Petroleum",NAICS_2012_Code,31,,industrial_petroleum,manufacturing +EPA_SIT,"CO2FFC, Industrial, Petroleum",NAICS_2012_Code,32,,industrial_petroleum,manufacturing +EPA_SIT,"CO2FFC, Industrial, Petroleum",NAICS_2012_Code,33,,industrial_petroleum,manufacturing +EPA_SIT,"CO2FFC, International Bunker Fuels",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, International Bunker Fuels, Petroleum",NAICS_2012_Code,,,,INTENTIONALLY BLANK (excluded from GHG emissions inventories) +EPA_SIT,"CO2FFC, Residential",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, Residential, Coal",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"CO2FFC, Residential, Natural Gas",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"CO2FFC, Residential, Other",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"CO2FFC, Residential, Petroleum",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"CO2FFC, TOTAL",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, TOTAL, Coal",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, TOTAL, Natural Gas",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, TOTAL, Other",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, TOTAL, Petroleum",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, Transportation",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"CO2FFC, Transportation, Coal",NAICS_2012_Code,482,,direct,train transport +EPA_SIT,"CO2FFC, Transportation, Natural Gas",NAICS_2012_Code,4862,,direct,pipeline transportation of natural gas +EPA_SIT,"CO2FFC, Transportation, Other",NAICS_2012_Code,48,,transportation_other,transportation and warehousing +EPA_SIT,"CO2FFC, Transportation, Other",NAICS_2012_Code,491,,transportation_other,postal service +EPA_SIT,"CO2FFC, Transportation, Other",NAICS_2012_Code,492,,transportation_other,couriers and messengers +EPA_SIT,"CO2FFC, Transportation, Other",NAICS_2012_Code,F010,,transportation_other,personal consumption +EPA_SIT,"CO2FFC, Transportation, Petroleum",NAICS_2012_Code,48,,transportation_petroleum,transportation and warehousing +EPA_SIT,"CO2FFC, Transportation, Petroleum",NAICS_2012_Code,491,,transportation_petroleum,postal service +EPA_SIT,"CO2FFC, Transportation, Petroleum",NAICS_2012_Code,492,,transportation_petroleum,couriers and messengers +EPA_SIT,"CO2FFC, Transportation, Petroleum",NAICS_2012_Code,F010,,transportation_petroleum,personal consumption +EPA_SIT,"Coal, Abandoned Coal Mines",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Coal, Abandoned Coal Mines, Flooded",NAICS_2012_Code,2121,,direct,coal mining +EPA_SIT,"Coal, Abandoned Coal Mines, Sealed",NAICS_2012_Code,2121,,direct,coal mining +EPA_SIT,"Coal, Abandoned Coal Mines, Vented",NAICS_2012_Code,2121,,direct,coal mining +EPA_SIT,"Coal, Additional Emissions Source",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Coal, Coal Mining",NAICS_2012_Code,2121,,direct,coal mining +EPA_SIT,"Forest Management, Additional Carbon Dioxide Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Additional Methane Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Additional Nitrous Oxide Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Agricultural Soil Carbon Flux",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Converted to Land",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Converted to Land, Aboveground Biomass",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Converted to Land, Belowground Biomass",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Converted to Land, Deadwood",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Converted to Land, Litter",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Converted to Land, Soil (Mineral)",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Aboveground Biomass",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Belowground Biomass",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Deadwood",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Drained Organic Soil",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Litter",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Soil (Mineral)",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Soil (Organic)",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Forest Land Remaining Forest Land, Total wood products and landfills",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Land Converted to Forest Land",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Land Converted to Forest Land, Aboveground Biomass",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Land Converted to Forest Land, Belowground Biomass",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Land Converted to Forest Land, Deadwood",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Land Converted to Forest Land, Litter",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Carbon Flux, Land Converted to Forest Land, Soil (Mineral)",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Fires",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Fires, CH4",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Forest Fires, N2O",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Landfilled Yard Trimmings and Food Scraps",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Branches",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Grass",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Landfilled Food Scraps",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Leaves",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, N2O from Settlement Soils",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Total",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Forest Management, Urban Trees",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Gas and Oil, Natural Gas",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Gas and Oil, Natural Gas Flaring",NAICS_2012_Code,2111,,direct,oil and gas extraction +EPA_SIT,"Gas and Oil, Natural Gas, Distribution",NAICS_2012_Code,2212,,direct,natural gas distribution +EPA_SIT,"Gas and Oil, Natural Gas, Production",NAICS_2012_Code,2111,,direct,oil and gas extraction +EPA_SIT,"Gas and Oil, Natural Gas, Transmission",NAICS_2012_Code,4862,,direct,pipeline transportation of natural gas +EPA_SIT,"Gas and Oil, Oil",NAICS_2012_Code,2111,,direct,oil and gas extraction +EPA_SIT,"IP, Additional Carbon Dioxide Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"IP, Additional HFC, PFC, SF6 and NF3 Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"IP, Additional Nitrous Oxide Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"IP, Adipic Acid Production",NAICS_2012_Code,3251,,direct,basic chemical manufacturing +EPA_SIT,"IP, Aluminum Production, CO2",NAICS_2012_Code,3313,,direct,alumina and aluminum production and processing +EPA_SIT,"IP, Aluminum Production, PFCs",NAICS_2012_Code,3313,,direct,alumina and aluminum production and processing +EPA_SIT,"IP, Ammonia Production",NAICS_2012_Code,3253,,direct,"pesticide, fertilizer, and other agricultural chemical manufacturing" +EPA_SIT,"IP, Carbon Dioxide Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"IP, Cement Manufacture",NAICS_2012_Code,3273,,direct,cement and concrete product manufacturing +EPA_SIT,"IP, Electric Power Transmission and Distribution Systems",NAICS_2012_Code,22112,,direct,transmission and distribution +EPA_SIT,"IP, HCFC-22 Production",NAICS_2012_Code,3251,,direct,basic chemical manufacturing +EPA_SIT,"IP, HFC, PFC, SF6 and NF3 Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"IP, Iron & Steel Production",NAICS_2012_Code,3311,,direct,iron and steel mills and ferroalloy manufacturing +EPA_SIT,"IP, Lime Manufacture",NAICS_2012_Code,3274,,direct,lime and gypsum product manufacturing +EPA_SIT,"IP, Limestone and Dolomite Use",NAICS_2012_Code,3274,,direct,lime and gypsum product manufacturing +EPA_SIT,"IP, Magnesium Production",NAICS_2012_Code,3314,,direct,nonferrous metal (except aluminum) production and processing +EPA_SIT,"IP, Nitric Acid Production",NAICS_2012_Code,3253,,direct,"pesticide, fertilizer, and other agricultural chemical manufacturing" +EPA_SIT,"IP, Nitrous Oxide Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"IP, Semiconductor Manufacturing",NAICS_2012_Code,3332,,direct,industrial machinery manufacturing +EPA_SIT,"IP, Soda Ash",NAICS_2012_Code,3251,,direct,basic chemical manufacturing +EPA_SIT,"IP, Total Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"IP, Urea Consumption",NAICS_2012_Code,3253,,direct,"pesticide, fertilizer, and other agricultural chemical manufacturing" +EPA_SIT,"IP, ODS Substitutes",NAICS_2012_Code,31,,ods_substitutes,manufacturing +EPA_SIT,"IP, ODS Substitutes",NAICS_2012_Code,32,,ods_substitutes,manufacturing +EPA_SIT,"IP, ODS Substitutes",NAICS_2012_Code,33,,ods_substitutes,manufacturing +EPA_SIT,"Mobile Combustion, Additional CH4 Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Mobile Combustion, Additional N2O Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Buses",NAICS_2012_Code,485,,mobile_combustion,transit and ground passenger transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Buses",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Buses",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Buses",NAICS_2012_Code,5321,,mobile_combustion,automotive equipment rental and leasing +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Buses",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Buses",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Heavy Duty Vehicles",NAICS_2012_Code,484,,mobile_combustion,truck transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Heavy Duty Vehicles",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Heavy Duty Vehicles",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Heavy Duty Vehicles",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,491,,mobile_combustion,postal service +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,492,,mobile_combustion,couriers and messengers +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,5321,,mobile_combustion,automotive equipment rental and leasing +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Diesel Highway",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Mobile Combustion, Diesel Highway, Heavy-Duty Vehicles",NAICS_2012_Code,484,,mobile_combustion,truck transportation +EPA_SIT,"Mobile Combustion, Diesel Highway, Heavy-Duty Vehicles",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Diesel Highway, Heavy-Duty Vehicles",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Diesel Highway, Heavy-Duty Vehicles",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,491,,mobile_combustion,postal service +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,492,,mobile_combustion,couriers and messengers +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,5321,,mobile_combustion,automotive equipment rental and leasing +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Diesel Highway, Light-Duty Trucks",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,491,,mobile_combustion,postal service +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,492,,mobile_combustion,couriers and messengers +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,5321,,mobile_combustion,automotive equipment rental and leasing +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Diesel Highway, Passenger Cars",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Diesel Highway, Heavy-Duty Buses",NAICS_2012_Code,485,,mobile_combustion,transit and ground passenger transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Mobile Combustion, Gasoline Highway, Heavy-Duty Vehicles",NAICS_2012_Code,484,,mobile_combustion,truck transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Heavy-Duty Vehicles",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Heavy-Duty Vehicles",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Heavy-Duty Vehicles",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,485,,mobile_combustion,transit and ground passenger transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,491,,mobile_combustion,postal service +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,492,,mobile_combustion,couriers and messengers +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,5321,,mobile_combustion,automotive equipment rental and leasing +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Gasoline Highway, Motorcycles",NAICS_2012_Code,485,,mobile_combustion,transit and ground passenger transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Motorcycles",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Motorcycles",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Motorcycles",NAICS_2012_Code,492,,mobile_combustion,couriers and messengers +EPA_SIT,"Mobile Combustion, Gasoline Highway, Motorcycles",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Gasoline Highway, Motorcycles",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Gasoline Highway, Motorcycles",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,485,,mobile_combustion,transit and ground passenger transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,491,,mobile_combustion,postal service +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,492,,mobile_combustion,couriers and messengers +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,5321,,mobile_combustion,automotive equipment rental and leasing +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Gasoline Highway, Passenger Cars",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Non-Highway",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Mobile Combustion, Non-Highway, Aircraft",NAICS_2012_Code,481,,mobile_combustion,air transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Aircraft",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Aircraft",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Aircraft",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Non-Highway, Aircraft",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Non-Highway, Aircraft",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Non-Highway, Boats",NAICS_2012_Code,483,,mobile_combustion,water transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Boats",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Boats",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Boats",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Non-Highway, Boats",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Non-Highway, Boats",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Non-Highway, Construction Equipment",NAICS_2012_Code,23,,construction_equipment,construction +EPA_SIT,"Mobile Combustion, Non-Highway, Farm Equipment",NAICS_2012_Code,11,,farm_equipment,"agriculture, forestry, fishing and hunting" +EPA_SIT,"Mobile Combustion, Non-Highway, Locomotives",NAICS_2012_Code,482,,mobile_combustion,rail transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Locomotives",NAICS_2012_Code,485,,mobile_combustion,transit and ground passenger transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Locomotives",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Locomotives",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation +EPA_SIT,"Mobile Combustion, Non-Highway, Other*",NAICS_2012_Code,92613,,mobile_combustion,"regulation and administration of communications, electric, gas, and other utilities" +EPA_SIT,"Mobile Combustion, Non-Highway, Other*",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities" +EPA_SIT,"Mobile Combustion, Non-Highway, Other*",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs +EPA_SIT,"Mobile Combustion, Non-Highway, Other*",NAICS_2012_Code,F010,,mobile_combustion,personal consumption +EPA_SIT,"Mobile Combustion, Total",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, Residential",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, Residential, Coal",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary CH4, Residential, Petroleum",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary CH4, Residential, Natural Gas",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary CH4, Residential, Wood",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary CH4, Residential, Other",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary CH4, Commercial",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,2213,,commercial_coal,"water, sewage and other systems" +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,42,,commercial_coal,wholesale trade +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,44,,commercial_coal,retail trade +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,45,,commercial_coal,retail trade +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,493,,commercial_coal,warehousing and storage +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,51,,commercial_coal,information +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,52,,commercial_coal,finance and insurance +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,53,,commercial_coal,real estate and rential and leasing +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,54,,commercial_coal,"professional, scientific, and technical services" +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,55,,commercial_coal,management of companies and enterprises +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,56,,commercial_coal,administrative support and waste management and remediation services +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,61,,commercial_coal,educational services +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,62,,commercial_coal,health care and social assistance +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,71,,commercial_coal,"arts, entertainment, and recreation" +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,72,,commercial_coal,accommodation and food services +EPA_SIT,"Summary CH4, Commercial, Coal",NAICS_2012_Code,81,,commercial_coal,other services (except public administration) +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,2213,,commercial_petroleum,"water, sewage and other systems" +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,42,,commercial_petroleum,wholesale trade +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,44,,commercial_petroleum,retail trade +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,45,,commercial_petroleum,retail trade +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,493,,commercial_petroleum,warehousing and storage +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,51,,commercial_petroleum,information +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,52,,commercial_petroleum,finance and insurance +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,53,,commercial_petroleum,real estate and rential and leasing +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,54,,commercial_petroleum,"professional, scientific, and technical services" +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,55,,commercial_petroleum,management of companies and enterprises +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,56,,commercial_petroleum,administrative support and waste management and remediation services +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,61,,commercial_petroleum,educational services +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,62,,commercial_petroleum,health care and social assistance +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,71,,commercial_petroleum,"arts, entertainment, and recreation" +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,72,,commercial_petroleum,accommodation and food services +EPA_SIT,"Summary CH4, Commercial, Petroleum",NAICS_2012_Code,81,,commercial_petroleum,other services (except public administration) +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,2213,,commercial_gas,"water, sewage and other systems" +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,42,,commercial_gas,wholesale trade +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,44,,commercial_gas,retail trade +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,45,,commercial_gas,retail trade +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,493,,commercial_gas,warehousing and storage +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,51,,commercial_gas,information +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,52,,commercial_gas,finance and insurance +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,53,,commercial_gas,real estate and rential and leasing +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,54,,commercial_gas,"professional, scientific, and technical services" +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,55,,commercial_gas,management of companies and enterprises +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,56,,commercial_gas,administrative support and waste management and remediation services +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,61,,commercial_gas,educational services +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,62,,commercial_gas,health care and social assistance +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,71,,commercial_gas,"arts, entertainment, and recreation" +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,72,,commercial_gas,accommodation and food services +EPA_SIT,"Summary CH4, Commercial, Natural Gas",NAICS_2012_Code,81,,commercial_gas,other services (except public administration) +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,2213,,commercial_wood,"water, sewage and other systems" +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,42,,commercial_wood,wholesale trade +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,44,,commercial_wood,retail trade +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,45,,commercial_wood,retail trade +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,493,,commercial_wood,warehousing and storage +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,51,,commercial_wood,information +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,52,,commercial_wood,finance and insurance +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,53,,commercial_wood,real estate and rential and leasing +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,54,,commercial_wood,"professional, scientific, and technical services" +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,55,,commercial_wood,management of companies and enterprises +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,56,,commercial_wood,administrative support and waste management and remediation services +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,61,,commercial_wood,educational services +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,62,,commercial_wood,health care and social assistance +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,71,,commercial_wood,"arts, entertainment, and recreation" +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,72,,commercial_wood,accommodation and food services +EPA_SIT,"Summary CH4, Commercial, Wood",NAICS_2012_Code,81,,commercial_wood,other services (except public administration) +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,2213,,commercial_other,"water, sewage and other systems" +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,42,,commercial_other,wholesale trade +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,44,,commercial_other,retail trade +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,45,,commercial_other,retail trade +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,493,,commercial_other,warehousing and storage +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,51,,commercial_other,information +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,52,,commercial_other,finance and insurance +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,53,,commercial_other,real estate and rential and leasing +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,54,,commercial_other,"professional, scientific, and technical services" +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,55,,commercial_other,management of companies and enterprises +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,56,,commercial_other,administrative support and waste management and remediation services +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,61,,commercial_other,educational services +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,62,,commercial_other,health care and social assistance +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,71,,commercial_other,"arts, entertainment, and recreation" +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,72,,commercial_other,accommodation and food services +EPA_SIT,"Summary CH4, Commercial, Other",NAICS_2012_Code,81,,commercial_other,other services (except public administration) +EPA_SIT,"Summary CH4, Industrial",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, Industrial, Coal",NAICS_2012_Code,31,,industrial_coal,manufacturing +EPA_SIT,"Summary CH4, Industrial, Coal",NAICS_2012_Code,32,,industrial_coal,manufacturing +EPA_SIT,"Summary CH4, Industrial, Coal",NAICS_2012_Code,33,,industrial_coal,manufacturing +EPA_SIT,"Summary CH4, Industrial, Petroleum",NAICS_2012_Code,31,,industrial_petroleum,manufacturing +EPA_SIT,"Summary CH4, Industrial, Petroleum",NAICS_2012_Code,32,,industrial_petroleum,manufacturing +EPA_SIT,"Summary CH4, Industrial, Petroleum",NAICS_2012_Code,33,,industrial_petroleum,manufacturing +EPA_SIT,"Summary CH4, Industrial, Natural Gas",NAICS_2012_Code,31,,industrial_gas,manufacturing +EPA_SIT,"Summary CH4, Industrial, Natural Gas",NAICS_2012_Code,32,,industrial_gas,manufacturing +EPA_SIT,"Summary CH4, Industrial, Natural Gas",NAICS_2012_Code,33,,industrial_gas,manufacturing +EPA_SIT,"Summary CH4, Industrial, Wood",NAICS_2012_Code,31,,industrial_wood,manufacturing +EPA_SIT,"Summary CH4, Industrial, Wood",NAICS_2012_Code,32,,industrial_wood,manufacturing +EPA_SIT,"Summary CH4, Industrial, Wood",NAICS_2012_Code,33,,industrial_wood,manufacturing +EPA_SIT,"Summary CH4, Industrial, Other",NAICS_2012_Code,31,,industrial_other,manufacturing +EPA_SIT,"Summary CH4, Industrial, Other",NAICS_2012_Code,32,,industrial_other,manufacturing +EPA_SIT,"Summary CH4, Industrial, Other",NAICS_2012_Code,33,,industrial_other,manufacturing +EPA_SIT,"Summary CH4, Electric Power",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, Electric Power, Coal",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary CH4, Electric Power, Petroleum",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary CH4, Electric Power, Natural Gas",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary CH4, Electric Power, Wood",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary CH4, Electric Power, Other",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary CH4, TOTAL",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, TOTAL, Coal",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, TOTAL, Petroleum",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, TOTAL, Natural Gas",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, TOTAL, Wood",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary CH4, TOTAL, Other",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, Residential",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, Residential, Coal",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary N2O, Residential, Petroleum",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary N2O, Residential, Natural Gas",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary N2O, Residential, Wood",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary N2O, Residential, Other",NAICS_2012_Code,F010,,direct,personal consumption +EPA_SIT,"Summary N2O, Commercial",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,2213,,commercial_coal,"water, sewage and other systems" +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,42,,commercial_coal,wholesale trade +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,44,,commercial_coal,retail trade +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,45,,commercial_coal,retail trade +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,493,,commercial_coal,warehousing and storage +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,51,,commercial_coal,information +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,52,,commercial_coal,finance and insurance +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,53,,commercial_coal,real estate and rential and leasing +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,54,,commercial_coal,"professional, scientific, and technical services" +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,55,,commercial_coal,management of companies and enterprises +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,56,,commercial_coal,administrative support and waste management and remediation services +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,61,,commercial_coal,educational services +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,62,,commercial_coal,health care and social assistance +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,71,,commercial_coal,"arts, entertainment, and recreation" +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,72,,commercial_coal,accommodation and food services +EPA_SIT,"Summary N2O, Commercial, Coal",NAICS_2012_Code,81,,commercial_coal,other services (except public administration) +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,2213,,commercial_petroleum,"water, sewage and other systems" +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,42,,commercial_petroleum,wholesale trade +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,44,,commercial_petroleum,retail trade +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,45,,commercial_petroleum,retail trade +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,493,,commercial_petroleum,warehousing and storage +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,51,,commercial_petroleum,information +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,52,,commercial_petroleum,finance and insurance +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,53,,commercial_petroleum,real estate and rential and leasing +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,54,,commercial_petroleum,"professional, scientific, and technical services" +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,55,,commercial_petroleum,management of companies and enterprises +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,56,,commercial_petroleum,administrative support and waste management and remediation services +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,61,,commercial_petroleum,educational services +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,62,,commercial_petroleum,health care and social assistance +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,71,,commercial_petroleum,"arts, entertainment, and recreation" +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,72,,commercial_petroleum,accommodation and food services +EPA_SIT,"Summary N2O, Commercial, Petroleum",NAICS_2012_Code,81,,commercial_petroleum,other services (except public administration) +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,2213,,commercial_gas,"water, sewage and other systems" +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,42,,commercial_gas,wholesale trade +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,44,,commercial_gas,retail trade +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,45,,commercial_gas,retail trade +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,493,,commercial_gas,warehousing and storage +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,51,,commercial_gas,information +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,52,,commercial_gas,finance and insurance +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,53,,commercial_gas,real estate and rential and leasing +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,54,,commercial_gas,"professional, scientific, and technical services" +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,55,,commercial_gas,management of companies and enterprises +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,56,,commercial_gas,administrative support and waste management and remediation services +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,61,,commercial_gas,educational services +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,62,,commercial_gas,health care and social assistance +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,71,,commercial_gas,"arts, entertainment, and recreation" +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,72,,commercial_gas,accommodation and food services +EPA_SIT,"Summary N2O, Commercial, Natural Gas",NAICS_2012_Code,81,,commercial_gas,other services (except public administration) +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,2213,,commercial_wood,"water, sewage and other systems" +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,42,,commercial_wood,wholesale trade +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,44,,commercial_wood,retail trade +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,45,,commercial_wood,retail trade +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,493,,commercial_wood,warehousing and storage +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,51,,commercial_wood,information +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,52,,commercial_wood,finance and insurance +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,53,,commercial_wood,real estate and rential and leasing +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,54,,commercial_wood,"professional, scientific, and technical services" +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,55,,commercial_wood,management of companies and enterprises +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,56,,commercial_wood,administrative support and waste management and remediation services +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,61,,commercial_wood,educational services +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,62,,commercial_wood,health care and social assistance +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,71,,commercial_wood,"arts, entertainment, and recreation" +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,72,,commercial_wood,accommodation and food services +EPA_SIT,"Summary N2O, Commercial, Wood",NAICS_2012_Code,81,,commercial_wood,other services (except public administration) +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,2213,,commercial_other,"water, sewage and other systems" +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,42,,commercial_other,wholesale trade +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,44,,commercial_other,retail trade +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,45,,commercial_other,retail trade +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,493,,commercial_other,warehousing and storage +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,51,,commercial_other,information +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,52,,commercial_other,finance and insurance +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,53,,commercial_other,real estate and rential and leasing +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,54,,commercial_other,"professional, scientific, and technical services" +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,55,,commercial_other,management of companies and enterprises +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,56,,commercial_other,administrative support and waste management and remediation services +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,61,,commercial_other,educational services +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,62,,commercial_other,health care and social assistance +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,71,,commercial_other,"arts, entertainment, and recreation" +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,72,,commercial_other,accommodation and food services +EPA_SIT,"Summary N2O, Commercial, Other",NAICS_2012_Code,81,,commercial_other,other services (except public administration) +EPA_SIT,"Summary N2O, Industrial",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, Industrial, Coal",NAICS_2012_Code,31,,industrial_coal,manufacturing +EPA_SIT,"Summary N2O, Industrial, Coal",NAICS_2012_Code,32,,industrial_coal,manufacturing +EPA_SIT,"Summary N2O, Industrial, Coal",NAICS_2012_Code,33,,industrial_coal,manufacturing +EPA_SIT,"Summary N2O, Industrial, Petroleum",NAICS_2012_Code,31,,industrial_petroleum,manufacturing +EPA_SIT,"Summary N2O, Industrial, Petroleum",NAICS_2012_Code,32,,industrial_petroleum,manufacturing +EPA_SIT,"Summary N2O, Industrial, Petroleum",NAICS_2012_Code,33,,industrial_petroleum,manufacturing +EPA_SIT,"Summary N2O, Industrial, Natural Gas",NAICS_2012_Code,31,,industrial_gas,manufacturing +EPA_SIT,"Summary N2O, Industrial, Natural Gas",NAICS_2012_Code,32,,industrial_gas,manufacturing +EPA_SIT,"Summary N2O, Industrial, Natural Gas",NAICS_2012_Code,33,,industrial_gas,manufacturing +EPA_SIT,"Summary N2O, Industrial, Wood",NAICS_2012_Code,31,,industrial_wood,manufacturing +EPA_SIT,"Summary N2O, Industrial, Wood",NAICS_2012_Code,32,,industrial_wood,manufacturing +EPA_SIT,"Summary N2O, Industrial, Wood",NAICS_2012_Code,33,,industrial_wood,manufacturing +EPA_SIT,"Summary N2O, Industrial, Other",NAICS_2012_Code,31,,industrial_other,manufacturing +EPA_SIT,"Summary N2O, Industrial, Other",NAICS_2012_Code,32,,industrial_other,manufacturing +EPA_SIT,"Summary N2O, Industrial, Other",NAICS_2012_Code,33,,industrial_other,manufacturing +EPA_SIT,"Summary N2O, Electric Power",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, Electric Power, Coal",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary N2O, Electric Power, Petroleum",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary N2O, Electric Power, Natural Gas",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary N2O, Electric Power, Wood",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary N2O, Electric Power, Other",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +EPA_SIT,"Summary N2O, TOTAL",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, TOTAL, Coal",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, TOTAL, Petroleum",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, TOTAL, Natural Gas",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, TOTAL, Wood",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Summary N2O, TOTAL, Other",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, CH4 Avoided",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, CH4 Avoided, Flare",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, CH4 Avoided, Landfill Gas-to-Energy",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, Oxidation at Industrial Landfills",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, Oxidation at MSW Landfills",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, Potential CH4",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, Potential CH4, Industrial Generation",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, Potential CH4, MSW Generation",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Landfills, Total CH4 Emissions",NAICS_2012_Code,562212,,direct,solid waste landfill +EPA_SIT,"Waste, Emissions from Waste Combustion, CH4",NAICS_2012_Code,562213,,direct,solid waste combustors and incinerators +EPA_SIT,"Waste, Emissions from Waste Combustion, CO2",NAICS_2012_Code,562213,,direct,solid waste combustors and incinerators +EPA_SIT,"Waste, Emissions from Waste Combustion, N2O",NAICS_2012_Code,562213,,direct,solid waste combustors and incinerators +EPA_SIT,"Waste, Emissions from Waste Combustion, Plastics",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Waste Combustion, Synthetic Fibers",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Waste Combustion, Synthetic Rubber in MSW",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Waste, Emissions from Waste Combustion, Total CO2, N2O, CH4 Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Wastewater, Additional Methane Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Wastewater, Additional Nitrous Oxide Emissions",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Wastewater, Fruits & Vegetables",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Wastewater, Industrial CH4",NAICS_2012_Code,2213,,direct,"water, sewage, and other systems" +EPA_SIT,"Wastewater, Municipal CH4",NAICS_2012_Code,2213,,direct,"water, sewage, and other systems" +EPA_SIT,"Wastewater, Municipal N2O",NAICS_2012_Code,2213,,direct,"water, sewage, and other systems" +EPA_SIT,"Wastewater, Poultry",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Wastewater, Pulp & Paper",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Wastewater, Red Meat",NAICS_2012_Code,,,,EXCLUDED +EPA_SIT,"Wastewater, Total Emissions",NAICS_2012_Code,,,,EXCLUDED diff --git a/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_ME.csv b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_ME.csv new file mode 100644 index 000000000..399b9f033 --- /dev/null +++ b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_ME.csv @@ -0,0 +1,59 @@ +ActivitySourceName,Activity,SectorSourceName,Sector,SectorType,activity_set,Notes +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,2213,,commercial_ethanol,"water, sewage and other systems" +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,42,,commercial_ethanol,wholesale trade +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,44,,commercial_ethanol,retail trade +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,45,,commercial_ethanol,retail trade +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,493,,commercial_ethanol,warehousing and storage +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,51,,commercial_ethanol,information +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,52,,commercial_ethanol,finance and insurance +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,53,,commercial_ethanol,real estate and rential and leasing +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,54,,commercial_ethanol,"professional, scientific, and technical services" +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,55,,commercial_ethanol,management of companies and enterprises +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,56,,commercial_ethanol,administrative support and waste management and remediation services +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,61,,commercial_ethanol,educational services +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,62,,commercial_ethanol,health care and social assistance +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,71,,commercial_ethanol,"arts, entertainment, and recreation" +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,72,,commercial_ethanol,accommodation and food services +StateGHGI_ME,"Commercial, Ethanol Combustion",NAICS_2012_Code,81,,commercial_ethanol,other services (except public administration) +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,2213,,commercial_wood,"water, sewage and other systems" +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,42,,commercial_wood,wholesale trade +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,44,,commercial_wood,retail trade +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,45,,commercial_wood,retail trade +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,493,,commercial_wood,warehousing and storage +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,51,,commercial_wood,information +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,52,,commercial_wood,finance and insurance +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,53,,commercial_wood,real estate and rential and leasing +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,54,,commercial_wood,"professional, scientific, and technical services" +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,55,,commercial_wood,management of companies and enterprises +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,56,,commercial_wood,administrative support and waste management and remediation services +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,61,,commercial_wood,educational services +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,62,,commercial_wood,health care and social assistance +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,71,,commercial_wood,"arts, entertainment, and recreation" +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,72,,commercial_wood,accommodation and food services +StateGHGI_ME,"Commercial, Wood and Wood Residuals",NAICS_2012_Code,81,,commercial_wood,other services (except public administration) +StateGHGI_ME,"Electric power, Wood and Wood Residuals",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution" +StateGHGI_ME,"Industrial, Ethanol Combustion",NAICS_2012_Code,11,,industrial_ethanol,"agriculture, forestry, fishing and hunting" +StateGHGI_ME,"Industrial, Ethanol Combustion",NAICS_2012_Code,21,,industrial_ethanol,"mining, quarrying, and oil and gas extraction" +StateGHGI_ME,"Industrial, Ethanol Combustion",NAICS_2012_Code,23,,industrial_ethanol,construction +StateGHGI_ME,"Industrial, Ethanol Combustion",NAICS_2012_Code,31,,industrial_ethanol,manufacturing +StateGHGI_ME,"Industrial, Ethanol Combustion",NAICS_2012_Code,32,,industrial_ethanol,manufacturing +StateGHGI_ME,"Industrial, Ethanol Combustion",NAICS_2012_Code,33,,industrial_ethanol,manufacturing +StateGHGI_ME,"Industrial, Wood and Wood Residuals",NAICS_2012_Code,11,,industrial_wood,"agriculture, forestry, fishing and hunting" +StateGHGI_ME,"Industrial, Wood and Wood Residuals",NAICS_2012_Code,21,,industrial_wood,"mining, quarrying, and oil and gas extraction" +StateGHGI_ME,"Industrial, Wood and Wood Residuals",NAICS_2012_Code,23,,industrial_wood,construction +StateGHGI_ME,"Industrial, Wood and Wood Residuals",NAICS_2012_Code,31,,industrial_wood,manufacturing +StateGHGI_ME,"Industrial, Wood and Wood Residuals",NAICS_2012_Code,32,,industrial_wood,manufacturing +StateGHGI_ME,"Industrial, Wood and Wood Residuals",NAICS_2012_Code,33,,industrial_wood,manufacturing +StateGHGI_ME,"LFGTE projects, Solid Waste Management",NAICS_2012_Code,562213,,direct,solid waste combustors and incinerators +StateGHGI_ME,"Landfill off-gassing, Solid Waste Management",NAICS_2012_Code,562212,,direct,solid waste landfill +StateGHGI_ME,"MSW combusted, Solid Waste Management",NAICS_2012_Code,562213,,direct,solid waste combustors and incinerators +StateGHGI_ME,"Methane flared, Solid Waste Management",NAICS_2012_Code,562212,,direct,solid waste landfill +StateGHGI_ME,"Residential, Wood and Wood Residuals",NAICS_2012_Code,F010,,direct,personal consumption +StateGHGI_ME,"Transportation, Biodiesel Combustion",NAICS_2012_Code,48,,transportation_biodiesel,transportation and warehousing +StateGHGI_ME,"Transportation, Biodiesel Combustion",NAICS_2012_Code,491,,transportation_biodiesel,postal service +StateGHGI_ME,"Transportation, Biodiesel Combustion",NAICS_2012_Code,492,,transportation_biodiesel,couriers and messengers +StateGHGI_ME,"Transportation, Biodiesel Combustion",NAICS_2012_Code,F010,,transportation_biodiesel,personal consumption +StateGHGI_ME,"Transportation, Ethanol Combustion",NAICS_2012_Code,48,,transportation_ethanol,transportation and warehousing +StateGHGI_ME,"Transportation, Ethanol Combustion",NAICS_2012_Code,491,,transportation_ethanol,postal service +StateGHGI_ME,"Transportation, Ethanol Combustion",NAICS_2012_Code,492,,transportation_ethanol,couriers and messengers +StateGHGI_ME,"Transportation, Ethanol Combustion",NAICS_2012_Code,F010,,transportation_ethanol,personal consumption diff --git a/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_NY.csv b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_NY.csv new file mode 100644 index 000000000..a676d6808 --- /dev/null +++ b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_NY.csv @@ -0,0 +1,349 @@ +ActivitySourceName,Activity,SectorSourceName,Sector,SectorType,activity_set,Notes,SIT_mapping +StateGHGI_NY,"Agriculture, AFOLU, Livestock, Animal Feeding, Not Applicable, Not Applicable",NAICS_2012_Code,112,,direct,animal production and aquaculture,"Agriculture, Enteric Fermentation" +StateGHGI_NY,"Agriculture, AFOLU, Livestock, Manure Management, Not Applicable, Not Applicable",NAICS_2012_Code,112,,direct,animal production and aquaculture,"Agriculture, Manure Management" +StateGHGI_NY,"Agriculture, AFOLU, Soil Management, Liming, Not Applicable, Not Applicable",NAICS_2012_Code,1151,,direct,support activities for crop production,"Agriculture, Liming" +StateGHGI_NY,"Agriculture, AFOLU, Soil Management, Soil Nitrogen Management, Not Applicable, Not Applicable",NAICS_2012_Code,1151,,direct,support activities for crop production,NO CLEAR MAPPING +StateGHGI_NY,"Agriculture, AFOLU, Soil Management, Urea Application, Not Applicable, Not Applicable",NAICS_2012_Code,1151,,direct,support activities for crop production,"Agriculture, Urea Fertilization" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,2213,,commercial_coal,"water, sewage and other systems","CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,42,,commercial_coal,wholesale trade,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,44,,commercial_coal,retail trade,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,45,,commercial_coal,retail trade,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,493,,commercial_coal,warehousing and storage,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,51,,commercial_coal,information,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,52,,commercial_coal,finance and insurance,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,53,,commercial_coal,real estate and rential and leasing,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,54,,commercial_coal,"professional, scientific, and technical services","CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,55,,commercial_coal,management of companies and enterprises,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,56,,commercial_coal,administrative support and waste management and remediation services,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,61,,commercial_coal,educational services,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,62,,commercial_coal,health care and social assistance,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,71,,commercial_coal,"arts, entertainment, and recreation","CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,72,,commercial_coal,accommodation and food services,"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal",NAICS_2012_Code,81,,commercial_coal,other services (except public administration),"CO2FFC, Commercial, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,2213,,commercial_petroleum,"water, sewage and other systems","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,42,,commercial_petroleum,wholesale trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,44,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,45,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,493,,commercial_petroleum,warehousing and storage,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,51,,commercial_petroleum,information,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,52,,commercial_petroleum,finance and insurance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,53,,commercial_petroleum,real estate and rential and leasing,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,54,,commercial_petroleum,"professional, scientific, and technical services","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,55,,commercial_petroleum,management of companies and enterprises,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,56,,commercial_petroleum,administrative support and waste management and remediation services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,61,,commercial_petroleum,educational services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,62,,commercial_petroleum,health care and social assistance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,71,,commercial_petroleum,"arts, entertainment, and recreation","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,72,,commercial_petroleum,accommodation and food services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel",NAICS_2012_Code,81,,commercial_petroleum,other services (except public administration),"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,2213,,commercial_petroleum,"water, sewage and other systems","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,42,,commercial_petroleum,wholesale trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,44,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,45,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,493,,commercial_petroleum,warehousing and storage,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,51,,commercial_petroleum,information,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,52,,commercial_petroleum,finance and insurance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,53,,commercial_petroleum,real estate and rential and leasing,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,54,,commercial_petroleum,"professional, scientific, and technical services","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,55,,commercial_petroleum,management of companies and enterprises,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,56,,commercial_petroleum,administrative support and waste management and remediation services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,61,,commercial_petroleum,educational services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,62,,commercial_petroleum,health care and social assistance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,71,,commercial_petroleum,"arts, entertainment, and recreation","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,72,,commercial_petroleum,accommodation and food services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene",NAICS_2012_Code,81,,commercial_petroleum,other services (except public administration),"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,2213,,commercial_petroleum,"water, sewage and other systems","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,42,,commercial_petroleum,wholesale trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,44,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,45,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,493,,commercial_petroleum,warehousing and storage,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,51,,commercial_petroleum,information,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,52,,commercial_petroleum,finance and insurance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,53,,commercial_petroleum,real estate and rential and leasing,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,54,,commercial_petroleum,"professional, scientific, and technical services","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,55,,commercial_petroleum,management of companies and enterprises,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,56,,commercial_petroleum,administrative support and waste management and remediation services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,61,,commercial_petroleum,educational services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,62,,commercial_petroleum,health care and social assistance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,71,,commercial_petroleum,"arts, entertainment, and recreation","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,72,,commercial_petroleum,accommodation and food services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG",NAICS_2012_Code,81,,commercial_petroleum,other services (except public administration),"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,2213,,commercial_gas,"water, sewage and other systems","CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,42,,commercial_gas,wholesale trade,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,44,,commercial_gas,retail trade,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,45,,commercial_gas,retail trade,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,493,,commercial_gas,warehousing and storage,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,51,,commercial_gas,information,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,52,,commercial_gas,finance and insurance,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,53,,commercial_gas,real estate and rential and leasing,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,54,,commercial_gas,"professional, scientific, and technical services","CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,55,,commercial_gas,management of companies and enterprises,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,56,,commercial_gas,administrative support and waste management and remediation services,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,61,,commercial_gas,educational services,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,62,,commercial_gas,health care and social assistance,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,71,,commercial_gas,"arts, entertainment, and recreation","CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,72,,commercial_gas,accommodation and food services,"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas",NAICS_2012_Code,81,,commercial_gas,other services (except public administration),"CO2FFC, Commercial, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,2213,,commercial_petroleum,"water, sewage and other systems","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,42,,commercial_petroleum,wholesale trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,44,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,45,,commercial_petroleum,retail trade,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,493,,commercial_petroleum,warehousing and storage,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,51,,commercial_petroleum,information,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,52,,commercial_petroleum,finance and insurance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,53,,commercial_petroleum,real estate and rential and leasing,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,54,,commercial_petroleum,"professional, scientific, and technical services","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,55,,commercial_petroleum,management of companies and enterprises,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,56,,commercial_petroleum,administrative support and waste management and remediation services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,61,,commercial_petroleum,educational services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,62,,commercial_petroleum,health care and social assistance,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,71,,commercial_petroleum,"arts, entertainment, and recreation","CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,72,,commercial_petroleum,accommodation and food services,"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel",NAICS_2012_Code,81,,commercial_petroleum,other services (except public administration),"CO2FFC, Commercial, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,2213,,commercial_wood,"water, sewage and other systems","Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,42,,commercial_wood,wholesale trade,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,44,,commercial_wood,retail trade,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,45,,commercial_wood,retail trade,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,493,,commercial_wood,warehousing and storage,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,51,,commercial_wood,information,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,52,,commercial_wood,finance and insurance,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,53,,commercial_wood,real estate and rential and leasing,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,54,,commercial_wood,"professional, scientific, and technical services","Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,55,,commercial_wood,management of companies and enterprises,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,56,,commercial_wood,administrative support and waste management and remediation services,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,61,,commercial_wood,educational services,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,62,,commercial_wood,health care and social assistance,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,71,,commercial_wood,"arts, entertainment, and recreation","Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,72,,commercial_wood,accommodation and food services,"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood",NAICS_2012_Code,81,,commercial_wood,other services (except public administration),"Summary CH4, Commercial, Wood" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Coal",NAICS_2012_Code,F010,,direct,personal consumption,"CO2FFC, Residential, Coal" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Distillate Fuel",NAICS_2012_Code,F010,,direct,personal consumption,"CO2FFC, Residential, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Kerosene",NAICS_2012_Code,F010,,direct,personal consumption,"CO2FFC, Residential, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, LPG",NAICS_2012_Code,F010,,direct,personal consumption,"CO2FFC, Residential, Petroleum" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Natural Gas",NAICS_2012_Code,F010,,direct,personal consumption,"CO2FFC, Residential, Natural Gas" +StateGHGI_NY,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Wood",NAICS_2012_Code,F010,,direct,personal consumption,"Summary CH4, Residential, Wood" +StateGHGI_NY,"Buildings, IPPU, Product Use, ODS Substitutes, Building HVAC, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, ODS Substitutes" +StateGHGI_NY,"Buildings, IPPU, Product Use, ODS Substitutes, Building Refrigeration, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, ODS Substitutes" +StateGHGI_NY,"Buildings, IPPU, Product Use, ODS Substitutes, Industrial, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, ODS Substitutes" +StateGHGI_NY,"Buildings, IPPU, Product Use, ODS Substitutes, Other Building Appliances, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, ODS Substitutes" +StateGHGI_NY,"Buildings, IPPU, Product Use, ODS Substitutes, Other, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, ODS Substitutes" +StateGHGI_NY,"Electricity, Energy, Electricity Transmission, Electricity Transmission, Not Applicable, Not Applicable",NAICS_2012_Code,22112,,direct,transmission and distribution,"IP, Electric Power Transmission and Distribution Systems" +StateGHGI_NY,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Coal",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution","CO2FFC, Electric Utilities, Coal" +StateGHGI_NY,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Distillate Fuel",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution","CO2FFC, Electric Utilities, Petroleum" +StateGHGI_NY,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Natural Gas",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution","CO2FFC, Electric Utilities, Natural Gas" +StateGHGI_NY,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Petroleum Coke",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution","CO2FFC, Electric Utilities, Petroleum" +StateGHGI_NY,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Residual Fuel",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution","CO2FFC, Electric Utilities, Petroleum" +StateGHGI_NY,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Wood",NAICS_2012_Code,2211,,direct,"electric power generation, transmission, and distribution","Summary CH4, Electric Power, Wood" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,11,,industrial_coal,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,21,,industrial_coal,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,23,,industrial_coal,construction,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,31,,industrial_coal,manufacturing,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,32,,industrial_coal,manufacturing,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,33,,industrial_coal,manufacturing,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,11,,industrial_coal,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,21,,industrial_coal,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,23,,industrial_coal,construction,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,31,,industrial_coal,manufacturing,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,32,,industrial_coal,manufacturing,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,33,,industrial_coal,manufacturing,"CO2FFC, Industrial, Coal" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,11,,industrial_petroleum,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,21,,industrial_petroleum,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,23,,industrial_petroleum,construction,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,31,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,32,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,33,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,11,,industrial_petroleum,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,21,,industrial_petroleum,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,23,,industrial_petroleum,construction,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,31,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,32,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,33,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, LPG",NAICS_2012_Code,11,,industrial_petroleum,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, LPG",NAICS_2012_Code,21,,industrial_petroleum,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, LPG",NAICS_2012_Code,23,,industrial_petroleum,construction,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, LPG",NAICS_2012_Code,31,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, LPG",NAICS_2012_Code,32,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, LPG",NAICS_2012_Code,33,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,11,,industrial_gas,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Natural Gas" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,21,,industrial_gas,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Natural Gas" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,23,,industrial_gas,construction,"CO2FFC, Industrial, Natural Gas" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,31,,industrial_gas,manufacturing,"CO2FFC, Industrial, Natural Gas" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,32,,industrial_gas,manufacturing,"CO2FFC, Industrial, Natural Gas" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,33,,industrial_gas,manufacturing,"CO2FFC, Industrial, Natural Gas" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,11,,industrial_petroleum,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,21,,industrial_petroleum,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,23,,industrial_petroleum,construction,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,31,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,32,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,33,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,11,,industrial_petroleum,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,21,,industrial_petroleum,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,23,,industrial_petroleum,construction,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,31,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,32,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,33,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,11,,industrial_petroleum,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,21,,industrial_petroleum,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,23,,industrial_petroleum,construction,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,31,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,32,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,33,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Waxes",NAICS_2012_Code,11,,industrial_petroleum,"agriculture, forestry, fishing and hunting","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Waxes",NAICS_2012_Code,21,,industrial_petroleum,"mining, quarrying, and oil and gas extraction","CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Waxes",NAICS_2012_Code,23,,industrial_petroleum,construction,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Waxes",NAICS_2012_Code,31,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Waxes",NAICS_2012_Code,32,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Waxes",NAICS_2012_Code,33,,industrial_petroleum,manufacturing,"CO2FFC, Industrial, Petroleum" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Wood",NAICS_2012_Code,11,,industrial_wood,"agriculture, forestry, fishing and hunting","Summary CH4, Industrial, Wood" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Wood",NAICS_2012_Code,21,,industrial_wood,"mining, quarrying, and oil and gas extraction","Summary CH4, Industrial, Wood" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Wood",NAICS_2012_Code,23,,industrial_wood,construction,"Summary CH4, Industrial, Wood" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Wood",NAICS_2012_Code,31,,industrial_wood,manufacturing,"Summary CH4, Industrial, Wood" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Wood",NAICS_2012_Code,32,,industrial_wood,manufacturing,"Summary CH4, Industrial, Wood" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Wood",NAICS_2012_Code,33,,industrial_wood,manufacturing,"Summary CH4, Industrial, Wood" +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,11,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,21,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,23,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,31,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,32,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,33,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,11,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,21,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,23,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,31,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,32,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,33,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,11,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,21,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,23,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,31,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,32,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,33,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,11,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,21,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,23,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,31,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,32,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,33,,,, +StateGHGI_NY,"Industry, Energy, Fuel Combustion, Transportation, Nonroad - Pipelines, Natural Gas",NAICS_2012_Code,4862,,direct,pipeline transportation of natural gas,"Gas and Oil, Natural Gas, Transmission" +StateGHGI_NY,"Industry, Energy, Fugitive Emissions, Oil and Gas Systems, Not Applicable, All",NAICS_2012_Code,2212,,direct,assumes natural gas fugitives, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,31,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,32,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Asphalt and Road Oil",NAICS_2012_Code,33,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,31,,industrial_neu_coal,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,32,,industrial_neu_coal,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Coking",NAICS_2012_Code,33,,industrial_neu_coal,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,31,,industrial_neu_coal,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,32,,industrial_neu_coal,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Other",NAICS_2012_Code,33,,industrial_neu_coal,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,31,,industrial_neu_fueloil,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,32,,industrial_neu_fueloil,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Distillate Fuel",NAICS_2012_Code,33,,industrial_neu_fueloil,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,31,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,32,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Kerosene",NAICS_2012_Code,33,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, LPG",NAICS_2012_Code,31,,industrial_neu_hgl,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, LPG",NAICS_2012_Code,32,,industrial_neu_hgl,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, LPG",NAICS_2012_Code,33,,industrial_neu_hgl,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,31,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,32,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants",NAICS_2012_Code,33,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,31,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,32,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants (Transportation)",NAICS_2012_Code,33,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,31,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,32,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Miscellaneous Petroleum Products",NAICS_2012_Code,33,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,31,,industrial_neu_gas,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,32,,industrial_neu_gas,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Natural Gas",NAICS_2012_Code,33,,industrial_neu_gas,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,31,,industrial_neu_coke,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,32,,industrial_neu_coke,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Petroleum Coke",NAICS_2012_Code,33,,industrial_neu_coke,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,31,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,32,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Residual Fuel",NAICS_2012_Code,33,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,31,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,32,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Special Naphthas",NAICS_2012_Code,33,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Waxes",NAICS_2012_Code,31,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Waxes",NAICS_2012_Code,32,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Waxes",NAICS_2012_Code,33,,industrial_neu_other,manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Wood",NAICS_2012_Code,31,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Wood",NAICS_2012_Code,32,,,, +StateGHGI_NY,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Wood",NAICS_2012_Code,33,,,, +StateGHGI_NY,"Industry, IPPU, Electronics Industry, Semiconductor Manufacturing, Not Applicable, Not Applicable",NAICS_2012_Code,3332,,direct,industrial machinery manufacturing,"IP, Semiconductor Manufacturing" +StateGHGI_NY,"Industry, IPPU, Metals, Aluminum, Not Applicable, Not Applicable",NAICS_2012_Code,3313,,direct,alumina and aluminum production and processing,"IP, Aluminum Production, CO2" +StateGHGI_NY,"Industry, IPPU, Metals, Ferroalloys, Not Applicable, Not Applicable",NAICS_2012_Code,3311,,direct,iron and steel mills and ferroalloy manufacturing,NO CLEAR MAPPING +StateGHGI_NY,"Industry, IPPU, Metals, Iron and Steel, Not Applicable, Not Applicable",NAICS_2012_Code,3311,,direct,iron and steel mills and ferroalloy manufacturing,"IP, Iron & Steel Production" +StateGHGI_NY,"Industry, IPPU, Metals, Lead, Not Applicable, Not Applicable",NAICS_2012_Code,3314,,direct,nonferrous metal (except aluminum) production and processing),NO CLEAR MAPPING +StateGHGI_NY,"Industry, IPPU, Minerals, Cement, Not Applicable, Not Applicable",NAICS_2012_Code,3273,,direct,cement and concrete product manufacturing,"IP, Cement Manufacture" +StateGHGI_NY,"Industry, IPPU, Minerals, Other Process Uses of Carbonates, Not Applicable, Not Applicable",NAICS_2012_Code,3274,,direct,lime and gypsum product manufacturing,"IP, Limestone and Dolomite Use" +StateGHGI_NY,"Industry, IPPU, Minerals, Soda Ash, Not Applicable, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, Soda Ash" +StateGHGI_NY,"Industry, IPPU, Product Use, Nitrous Oxide, Not Applicable, Not Applicable",NAICS_2012_Code,621,,industrial_pu_no2,ambulatory health care services,NO CLEAR MAPPING +StateGHGI_NY,"Industry, IPPU, Product Use, Nitrous Oxide, Not Applicable, Not Applicable",NAICS_2012_Code,622,,industrial_pu_no2,hospitals,NO CLEAR MAPPING +StateGHGI_NY,"Industry, IPPU, Product Use, Nitrous Oxide, Not Applicable, Not Applicable",NAICS_2012_Code,623,,industrial_pu_no2,nursing and residential care facilities,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Military, Distillate Fuel",NAICS_2012_Code,9281,,mobile_combustion,national security and international affairs,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Military, Residual Fuel",NAICS_2012_Code,9281,,mobile_combustion,national security and international affairs,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Agricultural, Gasoline",NAICS_2012_Code,11,,farm_equipment,"agriculture, forestry, fishing and hunting","Mobile Combustion, Non-Highway, Farm Equipment" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Aviation Gasoline",NAICS_2012_Code,481,,mobile_combustion,air transportation,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Aviation Gasoline",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Aviation Gasoline",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Aviation Gasoline",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities","Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Aviation Gasoline",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Aviation Gasoline",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Jet Fuel",NAICS_2012_Code,481,,mobile_combustion,air transportation,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Jet Fuel",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Jet Fuel",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Jet Fuel",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities","Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Jet Fuel",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Jet Fuel",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,"Mobile Combustion, Non-Highway, Aircraft" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Construction, Gasoline",NAICS_2012_Code,23,,construction_equipment,construction,"Mobile Combustion, Non-Highway, Construction Equipment" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Industrial/Commercial, Gasoline",NAICS_2012_Code,92613,,mobile_combustion,"regulation and administration of communications, electric, gas, and other utilities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Industrial/Commercial, Gasoline",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Industrial/Commercial, Gasoline",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Industrial/Commercial, Gasoline",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Lawn and Garden, Gasoline",NAICS_2012_Code,92613,,mobile_combustion,"regulation and administration of communications, electric, gas, and other utilities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Lawn and Garden, Gasoline",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Lawn and Garden, Gasoline",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Lawn and Garden, Gasoline",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Marine/Boating, Gasoline",NAICS_2012_Code,483,,mobile_combustion,water transportation,"Mobile Combustion, Non-Highway, Boats" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Marine/Boating, Gasoline",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation,"Mobile Combustion, Non-Highway, Boats" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Marine/Boating, Gasoline",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation,"Mobile Combustion, Non-Highway, Boats" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Marine/Boating, Gasoline",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities","Mobile Combustion, Non-Highway, Boats" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Marine/Boating, Gasoline",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,"Mobile Combustion, Non-Highway, Boats" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Marine/Boating, Gasoline",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,"Mobile Combustion, Non-Highway, Boats" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Miscellaneous/Unclassified, Gasoline",NAICS_2012_Code,92613,,mobile_combustion,"regulation and administration of communications, electric, gas, and other utilities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Miscellaneous/Unclassified, Gasoline",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Miscellaneous/Unclassified, Gasoline",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Miscellaneous/Unclassified, Gasoline",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Other, Diesel",NAICS_2012_Code,92613,,mobile_combustion,"regulation and administration of communications, electric, gas, and other utilities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Other, Diesel",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Other, Diesel",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Other, Diesel",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Public Nonhighway, Gasoline",NAICS_2012_Code,92613,,mobile_combustion,"regulation and administration of communications, electric, gas, and other utilities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Public Nonhighway, Gasoline",NAICS_2012_Code,9221,,mobile_combustion,"justice, public order, and safety activities",NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Public Nonhighway, Gasoline",NAICS_2012_Code,928,,mobile_combustion,national security and international affairs,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Public Nonhighway, Gasoline",NAICS_2012_Code,F010,,mobile_combustion,personal consumption,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Railroad, Distillate Fuel",NAICS_2012_Code,482,,mobile_combustion,rail transportation,"Mobile Combustion, Non-Highway, Locomotives" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Railroad, Distillate Fuel",NAICS_2012_Code,485,,mobile_combustion,transit and ground passenger transportation,"Mobile Combustion, Non-Highway, Locomotives" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Railroad, Distillate Fuel",NAICS_2012_Code,487,,mobile_combustion,scenic and sightseeing transportation,"Mobile Combustion, Non-Highway, Locomotives" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Railroad, Distillate Fuel",NAICS_2012_Code,488,,mobile_combustion,support activities for transportation,"Mobile Combustion, Non-Highway, Locomotives" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Recreational Vehicle, Gasoline",NAICS_2012_Code,F010,,direct,personal consumption,NO CLEAR MAPPING +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, CNG",NAICS_2012_Code,48,,transportation_other,transportation and warehousing,"CO2FFC, Transportation, Other" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, CNG",NAICS_2012_Code,491,,transportation_other,postal service,"CO2FFC, Transportation, Other" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, CNG",NAICS_2012_Code,492,,transportation_other,couriers and messengers,"CO2FFC, Transportation, Other" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, CNG",NAICS_2012_Code,F010,,transportation_other,personal consumption,"CO2FFC, Transportation, Other" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Gasoline",NAICS_2012_Code,48,,transportation_petroleum,transportation and warehousing,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Gasoline",NAICS_2012_Code,491,,transportation_petroleum,postal service,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Gasoline",NAICS_2012_Code,492,,transportation_petroleum,couriers and messengers,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Gasoline",NAICS_2012_Code,F010,,transportation_petroleum,personal consumption,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Diesel",NAICS_2012_Code,48,,transportation_petroleum,transportation and warehousing,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Diesel",NAICS_2012_Code,491,,transportation_petroleum,postal service,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Diesel",NAICS_2012_Code,492,,transportation_petroleum,couriers and messengers,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, Energy, Fuel Combustion, Transportation, Road, Diesel",NAICS_2012_Code,F010,,transportation_petroleum,personal consumption,"CO2FFC, Transportation, Petroleum" +StateGHGI_NY,"Transportation, IPPU, Product Use, ODS Substitutes, Transportation HVAC, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, ODS Substitutes" +StateGHGI_NY,"Transportation, IPPU, Product Use, ODS Substitutes, Transportation Refrigeration, Not Applicable",NAICS_2012_Code,3251,,direct,basic chemical manufacturing,"IP, ODS Substitutes" +StateGHGI_NY,"Waste, Waste, Solid Waste Management, In-State Solid Waste Disposal, Not Applicable, Not Applicable",NAICS_2012_Code,562212,,direct,solid waste landfill,"Waste, Emissions from Landfills, Potential CH4, MSW Generation" +StateGHGI_NY,"Waste, Waste, Waste Combustion, In-State Waste Combustion, Not Applicable, Not Applicable",NAICS_2012_Code,562213,,direct,solid waste combustors and incinerators,"Waste, Emissions from Waste Combustion, CH4" +StateGHGI_NY,"Waste, Waste, Wastewater, Centralized Wastewater, Not Applicable, Not Applicable",NAICS_2012_Code,22132,,,, +StateGHGI_NY,"Waste, Waste, Wastewater, Septic Systems, Not Applicable, Not Applicable",NAICS_2012_Code,562991,,,, diff --git a/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_VT.csv b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_VT.csv new file mode 100644 index 000000000..e2fd81536 --- /dev/null +++ b/flowsa/data/activitytosectormapping/NAICS_Crosswalk_StateGHGI_VT.csv @@ -0,0 +1,8 @@ +ActivitySourceName,Activity,SectorSourceName,Sector,SectorType,activity_set,Notes +StateGHGI_VT,"Natural gas distribution, pipe mains",NAICS_2012_Code,2212,,direct,natural gas distribution +StateGHGI_VT,"Natural gas distribution, services",NAICS_2012_Code,2212,,direct,natural gas distribution +StateGHGI_VT,ODS substitutes,NAICS_2012_Code,3251,,direct,basic chemical manufacturing +StateGHGI_VT,Semiconductor manufacturing,NAICS_2012_Code,3332,,direct,industrial machinery manufacturing +StateGHGI_VT,"Solid waste, flare",NAICS_2012_Code,562212,,direct,solid waste landfill +StateGHGI_VT,"Solid waste, fugitive",NAICS_2012_Code,562212,,direct,solid waste landfill +StateGHGI_VT,"Solid waste, to ICE",NAICS_2012_Code,562213,,direct,solid waste combustors and incinerators diff --git a/flowsa/data_source_scripts/EPA_SIT.py b/flowsa/data_source_scripts/EPA_SIT.py index 8c339f9fc..6ee259616 100644 --- a/flowsa/data_source_scripts/EPA_SIT.py +++ b/flowsa/data_source_scripts/EPA_SIT.py @@ -7,7 +7,7 @@ """ import pandas as pd -import os +from pathlib import Path import flowsa.flowbyactivity from flowsa.settings import externaldatapath @@ -24,21 +24,24 @@ def epa_sit_parse(*, source, year, config, **_): df0 = pd.DataFrame() # for each state listed in the method file... - for state in config['state_list']: + for state, state_dict in config['state_list'].items(): + if not Path.is_dir(externaldatapath / f"SIT_data/{state}/"): + log.warning(f"Skipping {state}, data not found") + continue log.info(f'Parsing data for {state}...') - + schema_dict = config['files'].get(state_dict['schema'], {}) # for each Excel data file listed in the .yaml... - for file in config['files']: + for file, file_dict in schema_dict['workbooks'].items(): log.info(f'Loading data from {file}...') filepath = externaldatapath / f"SIT_data/{state}/{file}" # dictionary containing Excel sheet-specific information - file_dict = config['files'][file]['file_dict'] - - if not os.path.exists(filepath): + + if not Path.exists(filepath): raise FileNotFoundError(f'SIT file not found in {filepath}') - + # for each sheet in the Excel file containing data... for sheet, sheet_dict in file_dict.items(): + # log.info(f'processing SIT: {sheet}') sheetname = sheet_dict.get('sheetname', sheet) tablename = sheet_dict.get('tablename') if tablename: @@ -96,18 +99,21 @@ def epa_sit_parse(*, source, year, config, **_): f'{sheetandtable}, {active_header}, ' f'{active_subheader}, {subsubheader}') - # drop all columns except the desired emissions year and the - # emissions activity source - df = df.filter([year, 'ActivityProducedBy', 'FlowName']) - # rename columns - df = df.rename(columns={year: 'FlowAmount'}) + df = df.melt(id_vars=[c for c in ('ActivityProducedBy', 'FlowName') + if c in df.columns], + var_name= 'Year', value_name='FlowAmount') + df = df[pd.to_numeric(df['Year'], errors='coerce').notnull()] # add sheet-specific hardcoded data if 'subgroup' not in sheet_dict: df['FlowName'] = sheet_dict.get('flow') df['Unit'] = sheet_dict.get('unit') df['Description'] = sheet df['State'] = state - + + # If required, adjust the units based on the GWP factors used by the state + if state_dict.get('GWP', schema_dict['GWP']) != schema_dict['GWP']: + df['Unit'] = df['Unit'].str.replace(schema_dict['GWP'], + state_dict['GWP']) # concatenate dataframe from each sheet with existing master dataframe df0 = pd.concat([df0, df]) @@ -116,7 +122,6 @@ def epa_sit_parse(*, source, year, config, **_): df0['SourceName'] = source df0['FlowType'] = "ELEMENTARY_FLOW" df0['Compartment'] = 'air' - df0['Year'] = year df0['DataReliability'] = 5 df0['DataCollection'] = 5 @@ -162,6 +167,9 @@ def disaggregate_emissions(fba: FlowByActivity, **_) -> FlowByActivity: # split fba dataframe to include only those items matching the activity fba_activity = fba[fba['ActivityProducedBy'] == activity_name] fba_main = fba[fba['ActivityProducedBy'] != activity_name] + if len(fba_activity) == 0: + log.warning(f'unable to disaggregate {activity_name}') + continue # apply proportional split to activity data speciated_df = fba_activity.apply(lambda x: [p * x['FlowAmount'] for p in splits['pct']], axis=1, result_type='expand') @@ -189,9 +197,9 @@ def disaggregate_emissions(fba: FlowByActivity, **_) -> FlowByActivity: return new_fba -def clean_up_state_data(fba, source_dict, method, **_): +def clean_up_state_data(fba: FlowByActivity, **_): """ - clean_fba_df_fxn to: + clean_fba_before_activity_sets to: (i) remove states OTHER THAN those selected for alternate data sources. State abbreviations must be passed as list @@ -201,12 +209,8 @@ def clean_up_state_data(fba, source_dict, method, **_): these data must be excluded to avoid double counting because some states have opted to use custom methods (e.g., Vermont estimates emissions from natural gas distribution separately from the SIT tool). - - :param fba: df - :param source_dict: dictionary of source methods includes 'state_list' - key of states to include in inventory """ - state_list = source_dict.get('state_list') + state_list = fba.config.get('state_list') # (i) drop all states OTHER THAN those selected for alternative data sources state_df = pd.DataFrame(state_list, columns=['State']) @@ -218,7 +222,7 @@ def clean_up_state_data(fba, source_dict, method, **_): # if Vermont is included in the inventory, exclude certain data # (these data will later be replaced with custom data in the 'StateGHGI' # stage) - if ('VT' in state_list) and ('StateGHGI_VT' in method['source_names'].keys()): + if ('VT' in state_list): # and ('StateGHGI_VT' in method['source_names'].keys()) from flowsa.data_source_scripts.StateGHGI import VT_remove_dupicate_activities df_subset = VT_remove_dupicate_activities(df_subset) @@ -226,5 +230,5 @@ def clean_up_state_data(fba, source_dict, method, **_): if __name__ == '__main__': import flowsa - flowsa.generateflowbyactivity.main(source='EPA_SIT', year='2019') - fba = flowsa.flowbyactivity.getFlowByActivity('EPA_SIT', '2019') + flowsa.generateflowbyactivity.main(source='EPA_SIT', year='2012-2020') + fba = flowsa.flowbyactivity.getFlowByActivity('EPA_SIT', 2019) diff --git a/flowsa/data_source_scripts/StateGHGI.py b/flowsa/data_source_scripts/StateGHGI.py index a8b8f96cc..7775ff51a 100644 --- a/flowsa/data_source_scripts/StateGHGI.py +++ b/flowsa/data_source_scripts/StateGHGI.py @@ -7,6 +7,7 @@ import pandas as pd import os +from io import BytesIO import flowsa.flowbyactivity from flowsa.settings import externaldatapath @@ -136,18 +137,13 @@ def VT_supplementary_parse(*, source, year, config, **_): return df0 -def NY_customized_parse(*, source, year, config, **_): - - filename = config['filename'] - - filepath = f"{data_path}/{filename}" - - if not os.path.exists(filepath): - raise FileNotFoundError(f'{filename} file not found in {filepath}') - log.info(f'Loading data from file {filename}...') - +def NY_call(*, resp, year, **_): # read in data from Excel sheet - df = pd.read_csv(filepath) + df = pd.read_csv(BytesIO(resp.content)) + return df + +def NY_customized_parse(df_list, source, year, config, **_): + df = pd.concat(df_list, ignore_index=True) # make sure the 'year' column is a string df['year'] = df['year'].astype(str) @@ -173,55 +169,48 @@ def NY_customized_parse(*, source, year, config, **_): # drop all other columns df = df.filter(['ActivityProducedBy', 'FlowAmount', 'FlowName']) - # disaggregate HFC and PFC emissions - # dictionary of activities where GHG emissions need to be disaggregated - activity_dict = config['disagg_activity_dict'] - # for all activities included in the dictionary... - for activity_name, activity_properties in activity_dict.items(): - for flow_group, flow_properties in activity_properties.items(): - # name of table to be used for proportional split - table_name = flow_properties.get('table') - # load percentages to be used for proportional split - splits = load_fba_w_standardized_units(datasource=table_name, year=year) - # there are certain circumstances where one or more rows need to be - # excluded from the table - drop_rows = flow_properties.get('drop_rows') - if drop_rows is not None: - splits = splits[~splits['FlowName'].isin(drop_rows)] - splits['pct'] = splits['FlowAmount'] / splits['FlowAmount'].sum() - splits = splits[['FlowName', 'pct']] - # split fba dataframe to include only those items matching the activity and flow type - mask = (df['ActivityProducedBy'] == activity_name) & (df['FlowName'] == flow_group) - df_activity = df[mask] - df_main = df[~mask] - # apply proportional split to activity data - speciated_df = df_activity.apply(lambda x: [p * x['FlowAmount'] for p in splits['pct']], - axis=1, result_type='expand') - speciated_df.columns = splits['FlowName'] - speciated_df = pd.concat([df_activity, speciated_df], axis=1) - speciated_df = speciated_df.melt(id_vars=['ActivityProducedBy', 'FlowAmount', 'FlowName'], - var_name='Flow') - speciated_df['FlowName'] = speciated_df['Flow'] - speciated_df['FlowAmount'] = speciated_df['value'] - speciated_df.drop(columns=['Flow', 'value'], inplace=True) - # merge split dataframes back together - df = pd.concat([df_main, speciated_df], axis=0, join='inner') - - # calculate mass of emission from CO2e - AR5GWP20 = config['AR5GWP20'] - AR5GWP20 = pd.DataFrame(list(AR5GWP20.items()), columns = ['FlowName', 'GWP']) - df = pd.merge(df, AR5GWP20, on='FlowName') - df['FlowAmount'] = df['FlowAmount'] / df['GWP'] - df = df.drop(columns = ['GWP']) - + # # disaggregate HFC and PFC emissions + # # dictionary of activities where GHG emissions need to be disaggregated + # activity_dict = config['disagg_activity_dict'] + # # for all activities included in the dictionary... + # for activity_name, activity_properties in activity_dict.items(): + # for flow_group, flow_properties in activity_properties.items(): + # # name of table to be used for proportional split + # table_name = flow_properties.get('table') + # # load percentages to be used for proportional split + # splits = load_fba_w_standardized_units(datasource=table_name, year=year) + # # there are certain circumstances where one or more rows need to be + # # excluded from the table + # drop_rows = flow_properties.get('drop_rows') + # if drop_rows is not None: + # splits = splits[~splits['FlowName'].isin(drop_rows)] + # splits['pct'] = splits['FlowAmount'] / splits['FlowAmount'].sum() + # splits = splits[['FlowName', 'pct']] + # # split fba dataframe to include only those items matching the activity and flow type + # mask = (df['ActivityProducedBy'] == activity_name) & (df['FlowName'] == flow_group) + # df_activity = df[mask] + # df_main = df[~mask] + # # apply proportional split to activity data + # speciated_df = df_activity.apply(lambda x: [p * x['FlowAmount'] for p in splits['pct']], + # axis=1, result_type='expand') + # speciated_df.columns = splits['FlowName'] + # speciated_df = pd.concat([df_activity, speciated_df], axis=1) + # speciated_df = speciated_df.melt(id_vars=['ActivityProducedBy', 'FlowAmount', 'FlowName'], + # var_name='Flow') + # speciated_df['FlowName'] = speciated_df['Flow'] + # speciated_df['FlowAmount'] = speciated_df['value'] + # speciated_df.drop(columns=['Flow', 'value'], inplace=True) + # # merge split dataframes back together + # df = pd.concat([df_main, speciated_df], axis=0, join='inner') + # add hardcoded data - df['Description'] = 'New York customized inventory' + df['Description'] = 'New York GHGI' df['Class'] = 'Chemicals' df['SourceName'] = source df['FlowType'] = 'ELEMENTARY_FLOW' df['Compartment'] = 'air' df['Year'] = year - df['Unit'] = 'MT' + df['Unit'] = 'MT CO2e (AR5-20)' df['DataReliability'] = 5 df['DataCollection'] = 5 @@ -248,8 +237,9 @@ def VT_remove_dupicate_activities(df_subset): return df_subset - +#%% if __name__ == '__main__': import flowsa - flowsa.generateflowbyactivity.main(source='StateGHGI_ME', year='2019') - fba = flowsa.flowbyactivity.getFlowByActivity('StateGHGI_ME', '2019') + for y in range(2019, 2020): + flowsa.generateflowbyactivity.main(source='StateGHGI_NY', year=y) + fba = flowsa.flowbyactivity.getFlowByActivity('StateGHGI_NY', y) diff --git a/flowsa/methods/flowbyactivitymethods/EPA_SIT.yaml b/flowsa/methods/flowbyactivitymethods/EPA_SIT.yaml index 672a0d5e0..00a79d1dd 100644 --- a/flowsa/methods/flowbyactivitymethods/EPA_SIT.yaml +++ b/flowsa/methods/flowbyactivitymethods/EPA_SIT.yaml @@ -6,8 +6,16 @@ bib_id: EPA_SIT format: xlsm # macro-enabled spreadsheet url: None parse_response_fxn: !script_function:EPA_SIT epa_sit_parse -state_list: ['ME', 'CT', 'VT'] +state_list: # SIT version for each state + ME: + schema: 2021 # Version 2024.1 + GWP: AR6-100 + VT: + schema: 2019 # 2017 data but aligns with the 2019 schema +call_all_years: True years: +- 2021 +- 2020 - 2019 - 2018 - 2017 @@ -40,220 +48,430 @@ years: - 1990 files: + 2019: + GWP: AR4-100 + workbooks: + 'Synthesis Tool.xlsm': + 'Fossil Fuel Combustion': + sheetname: 'CO2FFC' + nrows: 33 + unit: MMTCO2e + flow: CO2 + headers: + - Residential + - Commercial + - Industrial + - Transportation + - Electric Utilities + - International Bunker Fuels + - TOTAL + - Additional CO2 Emissions + + 'Mobile Combustion CH4': + sheetname: Mobile Combustion + header: 55 + nrows: 22 + flow: CH4 + unit: MTCO2e + headers: + - Gasoline Highway + - Diesel Highway + - Non-Highway + - Alternative Fuel Vehicles + - Additional CH4 Emissions + - Total + + 'Mobile Combustion N2O': + sheetname: Mobile Combustion + header: 82 + nrows: 22 + flow: N2O + unit: MTCO2e + headers: + - Gasoline Highway + - Diesel Highway + - Non-Highway + - Alternative Fuel Vehicles + - Additional N2O Emissions + - Total + + 'Coal Mining Activities': + sheetname: Coal + header: 3 + nrows: 6 + unit: MTCO2e + flow: CH4 + headers: + - Coal Mining + - Abandoned Coal Mines + - Additional Emissions Source + + 'Oil and Gas Activities': + sheetname: Gas and Oil + header: 17 + nrows: 5 + unit: MT + flow: CH4 + headers: + - Natural Gas + - Oil + + 'Natural Gas Flaring': + sheetname: Gas and Oil + header: 24 + nrows: 1 + unit: MMT + flow: CO2 + headers: + - Natural Gas Flaring + + 'Industrial Processes': + sheetname: IP + nrows: 23 + unit: MTCO2e + headers: + - Carbon Dioxide Emissions + - Nitrous Oxide Emissions + - HFC, PFC, SF6 and NF3 Emissions + - Additional Carbon Dioxide Emissions + - Additional Nitrous Oxide Emissions + - Additional HFC, PFC, SF6, and NF3 Emissions + - Total Emissions + subgroup: 'activitybyflow' + + 'Agriculture': + sheetname: Agriculture + header: 26 + nrows: 12 + unit: MMT + headers: + - Carbon Dioxide + - Methane + - Nitrous Oxide + subgroup: 'activitybyflow' + + 'Agricultural Soil Management': + sheetname: Agriculture + tablename: Agricultural Soil Management + header: 41 + nrows: 13 + unit: MT + flow: N2O + headers: + - Direct + - Indirect + - TOTAL + subsubheaders: + - Fertilizer Runoff/Leached + - Manure Runoff/Leached + + 'Land-Use Change and Forest Emissions and Sequestration': + sheetname: Forest Management + header: 8 + nrows: 37 + unit: MMTCO2e + flow: CO2e + headers: + - Forest Carbon Flux + - Urban Trees + - Landfilled Yard Trimmings and Food Scraps + - Forest Fires + - N2O from Settlement Soils + - Agricultural Soil Carbon Flux + - Additional Carbon Dioxide Emissions + - Additional Methane Emissions + - Additional Nitrous Oxide Emissions + - Total + subsubheaders: + - Aboveground Biomass + - Belowground Biomass + - Deadwood + - Litter + - Soil (Mineral) + - Soil (Organic) + - Drained Organic Soil + - Total wood products and landfills + skiprowstart: 10 + skiprowend: 18 + + 'Landfills': + sheetname: Waste + tablename: Emissions from Landfills + header: 13 + nrows: 9 + unit: MTCO2e + flow: CH4 + headers: + - Potential CH4 + - CH4 Avoided + - Oxidation at MSW Landfills + - Oxidation at Industrial Landfills + - Total CH4 Emissions + + 'Waste Combustion': + sheetname: Waste + tablename: Emissions from Waste Combustion + header: 25 + nrows: 7 + unit: MTCO2e + headers: + - CO2 + - N2O + - CH4 + - Total CO2, N2O, CH4 Emissions + subgroup: 'activitybyflow' + + 'Wastewater': + header: 3 + nrows: 10 + unit: MMTCO2e + headers: + - Municipal CH4 + - Municipal N2O + - Industrial CH4 + - Additional Nitrous Oxide Emissions + - Additional Methan Emissions + - Total Emissions + subgroup: 'activitybyflow' + + + 'Stationary Combustion Module.xlsm': + 'Stationary Combustion CH4': + sheetname: Summary CH4 + header: 4 + nrows: 30 + unit: MMTCO2e + flow: CH4 + headers: + - Residential + - Commercial + - Industrial + - Electric Power + - TOTAL + + 'Stationary Combustion N2O': + sheetname: Summary N2O + header: 4 + nrows: 30 + unit: MMTCO2e + flow: N2O + headers: + - Residential + - Commercial + - Industrial + - Electric Power + - TOTAL - 'Synthesis Tool.xlsm': - - file_dict: - - 'Fossil Fuel Combustion': - sheetname: 'CO2FFC' - nrows: 33 - unit: MMTCO2e - flow: CO2 - headers: - - Residential - - Commercial - - Industrial - - Transportation - - Electric Utilities - - International Bunker Fuels - - TOTAL - - Additional CO2 Emissions - - 'Mobile Combustion CH4': - sheetname: Mobile Combustion - header: 55 - nrows: 22 - flow: CH4 - unit: MTCO2e - headers: - - Gasoline Highway - - Diesel Highway - - Non-Highway - - Alternative Fuel Vehicles - - Additional CH4 Emissions - - Total - - 'Mobile Combustion N2O': - sheetname: Mobile Combustion - header: 82 - nrows: 22 - flow: N2O - unit: MTCO2e - headers: - - Gasoline Highway - - Diesel Highway - - Non-Highway - - Alternative Fuel Vehicles - - Additional N2O Emissions - - Total - - 'Coal Mining Activities': - sheetname: Coal - header: 3 - nrows: 6 - unit: MTCO2e - flow: CH4 - headers: - - Coal Mining - - Abandoned Coal Mines - - Additional Emissions Source - - 'Oil and Gas Activities': - sheetname: Gas and Oil - header: 17 - nrows: 5 - unit: MT - flow: CH4 - headers: - - Natural Gas - - Oil - - 'Natural Gas Flaring': - sheetname: Gas and Oil - header: 24 - nrows: 1 - unit: MMT - flow: CO2 - headers: - - Natural Gas Flaring - - 'Industrial Processes': - sheetname: IP - nrows: 23 - unit: MTCO2e - headers: - - Carbon Dioxide Emissions - - Nitrous Oxide Emissions - - HFC, PFC, SF6 and NF3 Emissions - - Additional Carbon Dioxide Emissions - - Additional Nitrous Oxide Emissions - - Additional HFC, PFC, SF6, and NF3 Emissions - - Total Emissions - subgroup: 'activitybyflow' - - 'Agriculture': - sheetname: Agriculture - header: 26 - nrows: 12 - unit: MMT - headers: - - Carbon Dioxide - - Methane - - Nitrous Oxide - subgroup: 'activitybyflow' - - 'Agricultural Soil Management': - sheetname: Agriculture - tablename: Agricultural Soil Management - header: 41 - nrows: 13 - unit: MT - flow: N2O - headers: - - Direct - - Indirect - - TOTAL - subsubheaders: - - Fertilizer Runoff/Leached - - Manure Runoff/Leached - - 'Land-Use Change and Forest Emissions and Sequestration': - sheetname: Forest Management - header: 8 - nrows: 37 - unit: MMTCO2e - flow: CO2e - headers: - - Forest Carbon Flux - - Urban Trees - - Landfilled Yard Trimmings and Food Scraps - - Forest Fires - - N2O from Settlement Soils - - Agricultural Soil Carbon Flux - - Additional Carbon Dioxide Emissions - - Additional Methane Emissions - - Additional Nitrous Oxide Emissions - - Total - subsubheaders: - - Aboveground Biomass - - Belowground Biomass - - Deadwood - - Litter - - Soil (Mineral) - - Soil (Organic) - - Drained Organic Soil - - Total wood products and landfills - skiprowstart: 10 - skiprowend: 18 - - 'Landfills': - sheetname: Waste - tablename: Emissions from Landfills - header: 13 - nrows: 9 - unit: MTCO2e - flow: CH4 - headers: - - Potential CH4 - - CH4 Avoided - - Oxidation at MSW Landfills - - Oxidation at Industrial Landfills - - Total CH4 Emissions - - 'Waste Combustion': - sheetname: Waste - tablename: Emissions from Waste Combustion - header: 25 - nrows: 7 - unit: MTCO2e - headers: - - CO2 - - N2O - - CH4 - - Total CO2, N2O, CH4 Emissions - subgroup: 'activitybyflow' - - 'Wastewater': - header: 3 - nrows: 10 - unit: MMTCO2e - headers: - - Municipal CH4 - - Municipal N2O - - Industrial CH4 - - Additional Nitrous Oxide Emissions - - Additional Methan Emissions - - Total Emissions - subgroup: 'activitybyflow' + 2021: + GWP: AR5-100 + workbooks: + 'Synthesis Tool.xlsm': + 'Fossil Fuel Combustion': + sheetname: 'CO2FFC' + nrows: 33 + unit: MMTCO2e (AR5-100) + flow: CO2 + headers: + - Residential + - Commercial + - Industrial + - Transportation + - Electric Utilities + - International Bunker Fuels + - TOTAL + - Additional CO2 Emissions + + 'Mobile Combustion CH4': + sheetname: Mobile Combustion + header: 56 + nrows: 23 + flow: CH4 + unit: MTCO2e (AR5-100) + headers: + - Gasoline Highway + - Diesel Highway + - Non-Highway + - Alternative Fuel Vehicles + - Additional CH4 Emissions + - Total + + 'Mobile Combustion N2O': + sheetname: Mobile Combustion + header: 84 + nrows: 23 + flow: N2O + unit: MTCO2e (AR5-100) + headers: + - Gasoline Highway + - Diesel Highway + - Non-Highway + - Alternative Fuel Vehicles + - Additional N2O Emissions + - Total + + 'Coal Mining Activities': + sheetname: Coal + header: 3 + nrows: 6 + unit: MTCO2e (AR5-100) + flow: CH4 + headers: + - Coal Mining + - Abandoned Coal Mines + - Additional Emissions Source + + 'Oil and Gas Activities': + sheetname: Gas and Oil + header: 17 + nrows: 5 + unit: MT + flow: CH4 + headers: + - Natural Gas + - Oil + + 'Natural Gas Flaring': + sheetname: Gas and Oil + header: 24 + nrows: 1 + unit: MMT + flow: CO2 + headers: + - Natural Gas Flaring + + 'Industrial Processes': + sheetname: IP + nrows: 23 + unit: MTCO2e (AR5-100) + headers: + - Carbon Dioxide Emissions + - Nitrous Oxide Emissions + - HFC, PFC, SF6 and NF3 Emissions + - Additional Carbon Dioxide Emissions + - Additional Nitrous Oxide Emissions + - Additional HFC, PFC, SF6, and NF3 Emissions + - Total Emissions + subgroup: 'activitybyflow' + + 'Agriculture': + sheetname: Agriculture + header: 27 + nrows: 12 + unit: MMT + headers: + - Carbon Dioxide + - Methane + - Nitrous Oxide + subgroup: 'activitybyflow' + + 'Agricultural Soil Management': + sheetname: Agriculture + tablename: Agricultural Soil Management + header: 42 + nrows: 13 + unit: MT + flow: N2O + headers: + - Direct + - Indirect + - TOTAL + subsubheaders: + - Fertilizer Runoff/Leached + - Manure Runoff/Leached + + 'Land-Use Change and Forest Emissions and Sequestration': + sheetname: Forest Management + header: 8 + nrows: 38 + unit: MMTCO2e (AR5-100) + flow: CO2e + headers: + - Forest Carbon Flux + - Urban Trees + - Landfilled Yard Trimmings and Food Scraps + - Forest Fires + - N2O from Settlement Soils + - Agricultural Soil Carbon Flux + - Additional Carbon Dioxide Emissions + - Additional Methane Emissions + - Additional Nitrous Oxide Emissions + - Total + subsubheaders: + - Aboveground Biomass + - Belowground Biomass + - Deadwood + - Litter + - Soil (Mineral) + - Soil (Organic) + - Drained Organic Soil + - Total wood products and landfills + skiprowstart: 10 + skiprowend: 18 + + 'Landfills': + sheetname: Waste + tablename: Emissions from Landfills + header: 13 + nrows: 9 + unit: MTCO2e (AR5-100) + flow: CH4 + headers: + - Potential CH4 + - CH4 Avoided + - Oxidation at MSW Landfills + - Oxidation at Industrial Landfills + - Total CH4 Emissions + + 'Waste Combustion': + sheetname: Waste + tablename: Emissions from Waste Combustion + header: 25 + nrows: 7 + unit: MTCO2e (AR5-100) + headers: + - CO2 + - N2O + - CH4 + - Total CO2, N2O, CH4 Emissions + subgroup: 'activitybyflow' + + 'Wastewater': + header: 3 + nrows: 10 + unit: MMTCO2e (AR5-100) + headers: + - Municipal CH4 + - Municipal N2O + - Industrial CH4 + - Additional Nitrous Oxide Emissions + - Additional Methan Emissions + - Total Emissions + subgroup: 'activitybyflow' - 'Stationary Combustion Module.xlsm': - - file_dict: - - 'Stationary Combustion CH4': - sheetname: Summary CH4 - header: 4 - nrows: 30 - unit: MMTCO2e - flow: CH4 - headers: - - Residential - - Commercial - - Industrial - - Electric Power - - TOTAL - - 'Stationary Combustion N2O': - sheetname: Summary N2O - header: 4 - nrows: 30 - unit: MMTCO2e - flow: N2O - headers: - - Residential - - Commercial - - Industrial - - Electric Power - - TOTAL \ No newline at end of file + 'Stationary Combustion Module.xlsm': + 'Stationary Combustion CH4': + sheetname: Summary CH4 + header: 4 + nrows: 30 + unit: MMTCO2e (AR5-100) + flow: CH4 + headers: + - Residential + - Commercial + - Industrial + - Electric Power + - TOTAL + + 'Stationary Combustion N2O': + sheetname: Summary N2O + header: 4 + nrows: 30 + unit: MMTCO2e (AR5-100) + flow: N2O + headers: + - Residential + - Commercial + - Industrial + - Electric Power + - TOTAL diff --git a/flowsa/methods/flowbyactivitymethods/StateGHGI_ME.yaml b/flowsa/methods/flowbyactivitymethods/StateGHGI_ME.yaml index 879c5e06b..385959854 100644 --- a/flowsa/methods/flowbyactivitymethods/StateGHGI_ME.yaml +++ b/flowsa/methods/flowbyactivitymethods/StateGHGI_ME.yaml @@ -3,9 +3,11 @@ source_name: Maine State Biogenic Emissions Data bib_id: StateGHGI_ME format: xlsx # Excel spreadsheet url: None -filename: 'ME_biogenic_data_summary.xlsx' +filename: 'ME_biogenic_data_summary_1990-2021.xlsx' parse_response_fxn: !script_function:StateGHGI ME_biogenic_parse years: +- 2021 +- 2020 - 2019 - 2018 - 2017 diff --git a/flowsa/methods/flowbyactivitymethods/StateGHGI_NY.yaml b/flowsa/methods/flowbyactivitymethods/StateGHGI_NY.yaml index 31a9fb821..4ed58528d 100644 --- a/flowsa/methods/flowbyactivitymethods/StateGHGI_NY.yaml +++ b/flowsa/methods/flowbyactivitymethods/StateGHGI_NY.yaml @@ -5,40 +5,48 @@ author: New York Department of Environmental Conservation source_name: Statewide Greenhouse Gas Emissions Beginning 1990 bib_id: StateGHGI_NY format: csv # comma-separated values -url: None -filename: 'NY_customized_inventory.csv' +url: + base_url: https://data.ny.gov/resource/5i6e-asw6.csv?$limit=20000 +call_response_fxn: !script_function:StateGHGI NY_call parse_response_fxn: !script_function:StateGHGI NY_customized_parse years: +- 2021 +- 2020 - 2019 - 2018 - 2017 +- 2016 +- 2015 +- 2014 +- 2013 +- 2012 # Dictionary of activities for disaggregation of HFCs and PFCs # The table numbers listed below are based on -# Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) +# Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990-2020 (published 2022) disagg_activity_dict: - Buildings, IPPU, Product Use, ODS Substitues, Building HVAC, Not Applicable: &ODS_allocation + Buildings, IPPU, Product Use, ODS Substitutes, Building HVAC, Not Applicable: &ODS_allocation HFCs: - table: 'EPA_GHGI_T_4_99' + table: 'EPA_GHGI_T_4_100' # Emissions of HFCs and PFCs from ODS Substitutes (MMT CO2 Eq.) drop_rows: - 'CF4' - 'Others (a)' - Buildings, IPPU, Product Use, ODS Substitues, Building Refrigeration, Not Applicable: + Buildings, IPPU, Product Use, ODS Substitutes, Building Refrigeration, Not Applicable: <<: *ODS_allocation - Buildings, IPPU, Product Use, ODS Substitues, Industrial, Not Applicable: + Buildings, IPPU, Product Use, ODS Substitutes, Industrial, Not Applicable: <<: *ODS_allocation - Buildings, IPPU, Product Use, ODS Substitues, Other Building Appliances, Not Applicable: + Buildings, IPPU, Product Use, ODS Substitutes, Other Building Appliances, Not Applicable: <<: *ODS_allocation - Buildings, IPPU, Product Use, ODS Substitues, Other, Not Applicable: + Buildings, IPPU, Product Use, ODS Substitutes, Other, Not Applicable: <<: *ODS_allocation - Transportation, IPPU, Product Use, ODS Substitues, Transportation HVAC, Not Applicable: + Transportation, IPPU, Product Use, ODS Substitutes, Transportation HVAC, Not Applicable: <<: *ODS_allocation - Transportation, IPPU, Product Use, ODS Substitues, Transportation Refrigeration, Not Applicable: + Transportation, IPPU, Product Use, ODS Substitutes, Transportation Refrigeration, Not Applicable: <<: *ODS_allocation - Industry, IPPU, Electronics, Semiconductor Industry, Not Applicable, Not Applicable: + Industry, IPPU, Electronics Industry, Semiconductor Manufacturing, Not Applicable, Not Applicable: HFCs: - table: 'EPA_GHGI_T_4_94' + table: 'EPA_GHGI_T_4_96' # PFC, HFC, SF6, NF3, and N2O Emissions from Electronics Manufacture (MMT CO2 Eq.) drop_rows: - 'C2F6' - 'C3F8' @@ -52,7 +60,7 @@ disagg_activity_dict: - 'SF6' - 'Total F-GHGs' PFCs: - table: 'EPA_GHGI_T_4_94' + table: 'EPA_GHGI_T_4_96' drop_rows: - 'HFC, PFC and SF6 F-HTFs' - 'HFC-23' @@ -64,8 +72,7 @@ disagg_activity_dict: - 'Total F-GHGs' Industry, IPPU, Metals, Aluminum, Not Applicable, Not Applicable: PFCs: - table: 'EPA_GHGI_T_4_80' - drop_rows: + table: 'EPA_GHGI_T_4_80' # PFC Emissions from Aluminum Production (MMT CO2 Eq.) # List of IPCC AR5 GWP-20 values needed to convert flow ammount from CO2e to mass emitted diff --git a/flowsa/methods/flowbyactivitymethods/StateGHGI_VT.yaml b/flowsa/methods/flowbyactivitymethods/StateGHGI_VT.yaml index 5abf1f586..79d25bb9a 100644 --- a/flowsa/methods/flowbyactivitymethods/StateGHGI_VT.yaml +++ b/flowsa/methods/flowbyactivitymethods/StateGHGI_VT.yaml @@ -6,6 +6,8 @@ url: None filename: 'VT_custom_data_summary.xlsx' parse_response_fxn: !script_function:StateGHGI VT_supplementary_parse years: +- 2021 +- 2020 - 2019 - 2018 - 2017 @@ -54,11 +56,15 @@ table_dict: 'Emissions from Semiconductor Manufacturing': sheetname: 'Sheet1' header: 16 - nrows: 7 + nrows: 10 SIT_APB_proxy: 'IP, Semiconductor Manufacturing' 'Emissions from Solid Waste': sheetname: 'Sheet1' - header: 27 + header: 30 nrows: 3 - SIT_APB_proxy: ['Landfills', 'Waste Combustion'] + SIT_APB_proxy: + - 'Waste, Emissions from Landfills, Total CH4 Emissions' + - 'Waste, Emissions from Waste Combustion, CH4' + - 'Waste, Emissions from Waste Combustion, CO2' + - 'Waste, Emissions from Waste Combustion, N2O' diff --git a/flowsa/methods/flowbysectoractivitysets/EPA_SIT_asets.csv b/flowsa/methods/flowbysectoractivitysets/EPA_SIT_asets.csv new file mode 100644 index 000000000..43e65a81e --- /dev/null +++ b/flowsa/methods/flowbysectoractivitysets/EPA_SIT_asets.csv @@ -0,0 +1,212 @@ +activity_set,name,note +,"Agriculture, Agricultural Soil Management",EXCLUDED (data captured elsewhere) +,"Agriculture, Agricultural Soil Management, Direct",EXCLUDED (data captured elsewhere) +direct,"Agriculture, Agricultural Soil Management, Direct, Crop Residues", +direct,"Agriculture, Agricultural Soil Management, Direct, Fertilizers", +direct,"Agriculture, Agricultural Soil Management, Direct, Histosols", +direct,"Agriculture, Agricultural Soil Management, Direct, Livestock", +direct,"Agriculture, Agricultural Soil Management, Direct, N-Fixing Crops", +,"Agriculture, Agricultural Soil Management, Indirect",EXCLUDED (data captured elsewhere) +direct,"Agriculture, Agricultural Soil Management, Indirect, Fertilizers", +,"Agriculture, Agricultural Soil Management, Indirect, Leaching/Runoff",EXCLUDED (data captured elsewhere) +direct,"Agriculture, Agricultural Soil Management, Indirect, Leaching/Runoff, Fertilizer Runoff/Leached", +direct,"Agriculture, Agricultural Soil Management, Indirect, Leaching/Runoff, Manure Runoff/Leached", +direct,"Agriculture, Agricultural Soil Management, Indirect, Livestock", +,"Agriculture, Agricultural Soil Management, TOTAL",EXCLUDED (data captured elsewhere) +direct,"Agriculture, Burning of Agricultural Crop Waste", +,"Agriculture, Carbon Dioxide",EXCLUDED (data captured elsewhere) +direct,"Agriculture, Enteric Fermentation", +ag,"Agriculture, Liming", +direct,"Agriculture, Manure Management", +,"Agriculture, Methane",EXCLUDED (data captured elsewhere) +,"Agriculture, Nitrous Oxide",EXCLUDED (data captured elsewhere) +direct,"Agriculture, Rice Cultivation", +ag,"Agriculture, Urea Fertilization", +,"CO2FFC, Commercial",EXCLUDED (data captured elsewhere) +commercial_coal,"CO2FFC, Commercial, Coal", +commercial_gas,"CO2FFC, Commercial, Natural Gas", +commercial_other,"CO2FFC, Commercial, Other", +commercial_petroleum,"CO2FFC, Commercial, Petroleum", +,"CO2FFC, Electric Utilities",EXCLUDED (data captured elsewhere) +direct,"CO2FFC, Electric Utilities, Coal", +direct,"CO2FFC, Electric Utilities, Natural Gas", +direct,"CO2FFC, Electric Utilities, Other", +direct,"CO2FFC, Electric Utilities, Petroleum", +,"CO2FFC, Industrial",EXCLUDED (data captured elsewhere) +industrial_coal,"CO2FFC, Industrial, Coal", +industrial_gas,"CO2FFC, Industrial, Natural Gas", +industrial_other,"CO2FFC, Industrial, Other", +industrial_petroleum,"CO2FFC, Industrial, Petroleum", +,"CO2FFC, International Bunker Fuels",EXCLUDED (out of scope) +,"CO2FFC, International Bunker Fuels, Petroleum",EXCLUDED (out of scope) +,"CO2FFC, Residential",EXCLUDED (data captured elsewhere) +direct,"CO2FFC, Residential, Coal", +direct,"CO2FFC, Residential, Natural Gas", +direct,"CO2FFC, Residential, Other", +direct,"CO2FFC, Residential, Petroleum", +,"CO2FFC, TOTAL",EXCLUDED (data captured elsewhere) +,"CO2FFC, TOTAL, Coal",EXCLUDED (data captured elsewhere) +,"CO2FFC, TOTAL, Natural Gas",EXCLUDED (data captured elsewhere) +,"CO2FFC, TOTAL, Other",EXCLUDED (data captured elsewhere) +,"CO2FFC, TOTAL, Petroleum",EXCLUDED (data captured elsewhere) +,"CO2FFC, Transportation",EXCLUDED (data captured elsewhere) +,"CO2FFC, Transportation, Coal",EXCLUDED (essentially zero coal used for transportation) +direct,"CO2FFC, Transportation, Natural Gas", +transportation_other,"CO2FFC, Transportation, Other", +transportation_petroleum,"CO2FFC, Transportation, Petroleum", +,"Coal, Abandoned Coal Mines",EXCLUDED (data captured elsewhere) +direct,"Coal, Abandoned Coal Mines, Flooded", +direct,"Coal, Abandoned Coal Mines, Sealed", +direct,"Coal, Abandoned Coal Mines, Vented", +direct,"Coal, Coal Mining", +,"Forest Management, Agricultural Soil Carbon Flux",EXCLUDED (out of scope) +,"Forest Management, Agricultural Soil Carbon Flux, Total",EXCLUDED (out of scope) +,"Forest Management, Forest Carbon Flux",EXCLUDED (out of scope) +,"Forest Management, Forest Carbon Flux, Aboveground Biomass",EXCLUDED (out of scope) +,"Forest Management, Forest Carbon Flux, Belowground Biomass",EXCLUDED (out of scope) +,"Forest Management, Forest Carbon Flux, Dead Wood",EXCLUDED (out of scope) +,"Forest Management, Forest Carbon Flux, Litter",EXCLUDED (out of scope) +,"Forest Management, Forest Carbon Flux, Soil Organic Carbon",EXCLUDED (out of scope) +,"Forest Management, Forest Carbon Flux, Total Wood products and landfills",EXCLUDED (out of scope) +,"Forest Management, Forest Fires",EXCLUDED (out of scope) +,"Forest Management, Forest Fires, CH4",EXCLUDED (out of scope) +,"Forest Management, Forest Fires, N2O",EXCLUDED (out of scope) +,"Forest Management, Landfilled Yard Trimmings and Food Scraps",EXCLUDED (out of scope) +,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Branches",EXCLUDED (out of scope) +,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Grass",EXCLUDED (out of scope) +,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Landfilled Food Scraps",EXCLUDED (out of scope) +,"Forest Management, Landfilled Yard Trimmings and Food Scraps, Leaves",EXCLUDED (out of scope) +,"Forest Management, N2O from Settlement Soils",EXCLUDED (out of scope) +,"Forest Management, Urban Trees",EXCLUDED (out of scope) +,"Gas and Oil, Natural Gas",EXCLUDED (data captured elsewhere) +direct,"Gas and Oil, Natural Gas Flaring", +direct,"Gas and Oil, Natural Gas, Distribution", +direct,"Gas and Oil, Natural Gas, Production", +direct,"Gas and Oil, Natural Gas, Transmission", +direct,"Gas and Oil, Oil", +direct,"IP, Adipic Acid Production", +direct,"IP, Aluminum Production, CO2", +direct,"IP, Aluminum Production, PFCs", +direct,"IP, Ammonia Production", +,"IP, Carbon Dioxide Emissions",EXCLUDED (data captured elsewhere) +direct,"IP, Cement Manufacture", +direct,"IP, Electric Power Transmission and Distribution Systems", +direct,"IP, HCFC-22 Production", +,"IP, HFC, PFC, SF6 and NF3 Emissions",EXCLUDED (data captured elsewhere) +direct,"IP, Iron & Steel Production", +direct,"IP, Lime Manufacture", +direct,"IP, Limestone and Dolomite Use", +direct,"IP, Magnesium Production", +direct,"IP, Nitric Acid Production", +,"IP, Nitrous Oxide Emissions",EXCLUDED (data captured elsewhere) +ods_substitutes,"IP, ODS Substitutes", +direct,"IP, Semiconductor Manufacturing", +direct,"IP, Soda Ash", +,"IP, Total Emissions",EXCLUDED (data captured elsewhere) +direct,"IP, Urea Consumption", +,"Mobile Combustion, Alternative Fuel Vehicles",EXCLUDED (data captured elsewhere) +mobile_combustion,"Mobile Combustion, Alternative Fuel Vehicles, Buses", +mobile_combustion,"Mobile Combustion, Alternative Fuel Vehicles, Heavy Duty Vehicles", +mobile_combustion,"Mobile Combustion, Alternative Fuel Vehicles, Light Duty Vehicles", +,"Mobile Combustion, Diesel Highway",EXCLUDED (data captured elsewhere) +mobile_combustion,"Mobile Combustion, Diesel Highway, Heavy-Duty Vehicles", +mobile_combustion,"Mobile Combustion, Diesel Highway, Light-Duty Trucks", +mobile_combustion,"Mobile Combustion, Diesel Highway, Passenger Cars", +mobile_combustion,"Mobile Combustion, Diesel Highway, Heavy-Duty Buses", +,"Mobile Combustion, Gasoline Highway",EXCLUDED (data captured elsewhere) +mobile_combustion,"Mobile Combustion, Gasoline Highway, Heavy-Duty Vehicles", +mobile_combustion,"Mobile Combustion, Gasoline Highway, Light-Duty Trucks", +mobile_combustion,"Mobile Combustion, Gasoline Highway, Motorcycles", +mobile_combustion,"Mobile Combustion, Gasoline Highway, Passenger Cars", +,"Mobile Combustion, Non-Highway",EXCLUDED (data captured elsewhere) +mobile_combustion,"Mobile Combustion, Non-Highway, Aircraft", +mobile_combustion,"Mobile Combustion, Non-Highway, Boats", +construction_equipment,"Mobile Combustion, Non-Highway, Construction Equipment", +farm_equipment,"Mobile Combustion, Non-Highway, Farm Equipment", +mobile_combustion,"Mobile Combustion, Non-Highway, Locomotives", +mobile_combustion,"Mobile Combustion, Non-Highway, Other*", +,"Mobile Combustion, Total",EXCLUDED (data captured elsewhere) +,"Summary CH4, Residential",EXCLUDED (data captured elsewhere) +direct,"Summary CH4, Residential, Coal", +direct,"Summary CH4, Residential, Petroleum", +direct,"Summary CH4, Residential, Natural Gas", +direct,"Summary CH4, Residential, Wood", +direct,"Summary CH4, Residential, Other", +,"Summary CH4, Commercial",EXCLUDED (data captured elsewhere) +commercial_coal,"Summary CH4, Commercial, Coal", +commercial_petroleum,"Summary CH4, Commercial, Petroleum", +commercial_gas,"Summary CH4, Commercial, Natural Gas", +commercial_wood,"Summary CH4, Commercial, Wood", +commercial_other,"Summary CH4, Commercial, Other", +,"Summary CH4, Industrial",EXCLUDED (data captured elsewhere) +industrial_coal,"Summary CH4, Industrial, Coal", +industrial_petroleum,"Summary CH4, Industrial, Petroleum", +industrial_gas,"Summary CH4, Industrial, Natural Gas", +industrial_wood,"Summary CH4, Industrial, Wood", +industrial_other,"Summary CH4, Industrial, Other", +,"Summary CH4, Electric Power",EXCLUDED (data captured elsewhere) +direct,"Summary CH4, Electric Power, Coal", +direct,"Summary CH4, Electric Power, Petroleum", +direct,"Summary CH4, Electric Power, Natural Gas", +direct,"Summary CH4, Electric Power, Wood", +direct,"Summary CH4, Electric Power, Other", +,"Summary CH4, TOTAL",EXCLUDED (data captured elsewhere) +,"Summary CH4, TOTAL, Coal",EXCLUDED (data captured elsewhere) +,"Summary CH4, TOTAL, Petroleum",EXCLUDED (data captured elsewhere) +,"Summary CH4, TOTAL, Natural Gas",EXCLUDED (data captured elsewhere) +,"Summary CH4, TOTAL, Wood",EXCLUDED (data captured elsewhere) +,"Summary CH4, TOTAL, Other",EXCLUDED (data captured elsewhere) +,"Summary N2O, Residential",EXCLUDED (data captured elsewhere) +direct,"Summary N2O, Residential, Coal", +direct,"Summary N2O, Residential, Petroleum", +direct,"Summary N2O, Residential, Natural Gas", +direct,"Summary N2O, Residential, Wood", +direct,"Summary N2O, Residential, Other", +,"Summary N2O, Commercial",EXCLUDED (data captured elsewhere) +commercial_coal,"Summary N2O, Commercial, Coal", +commercial_petroleum,"Summary N2O, Commercial, Petroleum", +commercial_gas,"Summary N2O, Commercial, Natural Gas", +commercial_wood,"Summary N2O, Commercial, Wood", +commercial_other,"Summary N2O, Commercial, Other", +,"Summary N2O, Industrial",EXCLUDED (data captured elsewhere) +industrial_coal,"Summary N2O, Industrial, Coal", +industrial_petroleum,"Summary N2O, Industrial, Petroleum", +industrial_gas,"Summary N2O, Industrial, Natural Gas", +industrial_wood,"Summary N2O, Industrial, Wood", +industrial_other,"Summary N2O, Industrial, Other", +,"Summary N2O, Electric Power",EXCLUDED (data captured elsewhere) +direct,"Summary N2O, Electric Power, Coal", +direct,"Summary N2O, Electric Power, Petroleum", +direct,"Summary N2O, Electric Power, Natural Gas", +direct,"Summary N2O, Electric Power, Wood", +direct,"Summary N2O, Electric Power, Other", +,"Summary N2O, TOTAL",EXCLUDED (data captured elsewhere) +,"Summary N2O, TOTAL, Coal",EXCLUDED (data captured elsewhere) +,"Summary N2O, TOTAL, Petroleum",EXCLUDED (data captured elsewhere) +,"Summary N2O, TOTAL, Natural Gas",EXCLUDED (data captured elsewhere) +,"Summary N2O, TOTAL, Wood",EXCLUDED (data captured elsewhere) +,"Summary N2O, TOTAL, Other",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, CH4 Avoided",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, CH4 Avoided, Flare",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, CH4 Avoided, Landfill Gas-to-Energy",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, Oxidation at Industrial Landfills",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, Oxidation at MSW Landfills",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, Potential CH4",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, Potential CH4, Industrial Generation",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Landfills, Potential CH4, MSW Generation",EXCLUDED (data captured elsewhere) +direct,"Waste, Emissions from Landfills, Total CH4 Emissions", +direct,"Waste, Emissions from Waste Combustion, CH4", +direct,"Waste, Emissions from Waste Combustion, CO2", +direct,"Waste, Emissions from Waste Combustion, N2O", +,"Waste, Emissions from Waste Combustion, Plastics",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Waste Combustion, Synthetic Fibers",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Waste Combustion, Synthetic Rubber in MSW",EXCLUDED (data captured elsewhere) +,"Waste, Emissions from Waste Combustion, Total CO2, N2O, CH4 Emissions",EXCLUDED (data captured elsewhere) +,"Wastewater, Fruits & Vegetables",EXCLUDED (data captured elsewhere) +direct,"Wastewater, Industrial CH4", +direct,"Wastewater, Municipal CH4", +direct,"Wastewater, Municipal N2O", +,"Wastewater, Poultry",EXCLUDED (data captured elsewhere) +,"Wastewater, Pulp & Paper",EXCLUDED (data captured elsewhere) +,"Wastewater, Red Meat",EXCLUDED (data captured elsewhere) +,"Wastewater, Total Emissions",EXCLUDED (data captured elsewhere) diff --git a/flowsa/methods/flowbysectoractivitysets/StateGHGI_NY_asets.csv b/flowsa/methods/flowbysectoractivitysets/StateGHGI_NY_asets.csv new file mode 100644 index 000000000..0b70ab3c6 --- /dev/null +++ b/flowsa/methods/flowbysectoractivitysets/StateGHGI_NY_asets.csv @@ -0,0 +1,95 @@ +activity_set,name,note +direct,"Agriculture, AFOLU, Livestock, Animal Feeding, Not Applicable, Not Applicable", +direct,"Agriculture, AFOLU, Livestock, Manure Management, Not Applicable, Not Applicable", +direct,"Agriculture, AFOLU, Soil Management, Liming, Not Applicable, Not Applicable", +direct,"Agriculture, AFOLU, Soil Management, Soil Nitrogen Management, Not Applicable, Not Applicable", +direct,"Agriculture, AFOLU, Soil Management, Urea Application, Not Applicable, Not Applicable", +commercial_coal,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Coal", +commercial_petroleum,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Distillate Fuel", +commercial_petroleum,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Kerosene", +commercial_petroleum,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, LPG", +commercial_gas,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Natural Gas", +commercial_petroleum,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Residual Fuel", +commercial_wood,"Buildings, Energy, Fuel Combustion, Commercial, Not Applicable, Wood", +direct,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Coal", +direct,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Distillate Fuel", +direct,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Kerosene", +direct,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, LPG", +direct,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Natural Gas", +direct,"Buildings, Energy, Fuel Combustion, Residential, Not Applicable, Wood", +direct,"Buildings, IPPU, Product Use, ODS Substitutes, Building HVAC, Not Applicable", +direct,"Buildings, IPPU, Product Use, ODS Substitutes, Building Refrigeration, Not Applicable", +direct,"Buildings, IPPU, Product Use, ODS Substitutes, Industrial, Not Applicable", +direct,"Buildings, IPPU, Product Use, ODS Substitutes, Other Building Appliances, Not Applicable", +direct,"Buildings, IPPU, Product Use, ODS Substitutes, Other, Not Applicable", +direct,"Electricity, Energy, Electricity Transmission, Electricity Transmission, Not Applicable, Not Applicable", +direct,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Coal", +direct,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Distillate Fuel", +direct,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Natural Gas", +direct,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Petroleum Coke", +direct,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Residual Fuel", +direct,"Electricity, Energy, Fuel Combustion, Electricity, Not Applicable, Wood", +industrial_coal,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Coking", +industrial_coal,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Coal - Other", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Distillate Fuel", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Kerosene", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, LPG", +industrial_gas,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Natural Gas", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Petroleum Coke", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Residual Fuel", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Special Naphthas", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Waxes", +industrial_wood,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Wood", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Asphalt and Road Oil", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Lubricants (Transportation)", +industrial_petroleum,"Industry, Energy, Fuel Combustion, Industrial, Not Applicable, Miscellaneous Petroleum Products", +direct,"Industry, Energy, Fuel Combustion, Transportation, Nonroad - Pipelines, Natural Gas", +direct,"Industry, Energy, Fugitive Emissions, Oil and Gas Systems, Not Applicable, All", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Asphalt and Road Oil", +industrial_neu_coal,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Coking", +industrial_neu_coal,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Coal - Other", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Distillate Fuel", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Kerosene", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, LPG", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Lubricants (Transportation)", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Miscellaneous Petroleum Products", +industrial_neu_gas,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Natural Gas", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Petroleum Coke", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Residual Fuel", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Special Naphthas", +industrial_neu_petroleum,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Waxes", +industrial_wood,"Industry, Energy, Other Fossil Fuel Use, Industrial, Not Applicable, Wood", +direct,"Industry, IPPU, Electronics Industry, Semiconductor Manufacturing, Not Applicable, Not Applicable", +direct,"Industry, IPPU, Metals, Aluminum, Not Applicable, Not Applicable", +direct,"Industry, IPPU, Metals, Ferroalloys, Not Applicable, Not Applicable", +direct,"Industry, IPPU, Metals, Iron and Steel, Not Applicable, Not Applicable", +direct,"Industry, IPPU, Metals, Lead, Not Applicable, Not Applicable", +direct,"Industry, IPPU, Minerals, Cement, Not Applicable, Not Applicable", +direct,"Industry, IPPU, Minerals, Other Process Uses of Carbonates, Not Applicable, Not Applicable", +direct,"Industry, IPPU, Minerals, Soda Ash, Not Applicable, Not Applicable", +industrial_pu_no2,"Industry, IPPU, Product Use, Nitrous Oxide, Not Applicable, Not Applicable", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Military, Distillate Fuel", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Military, Residual Fuel", +farm_equipment,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Agricultural, Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Aviation Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Aviation, Jet Fuel", +construction_equipment,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Construction, Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Industrial/Commercial, Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Lawn and Garden, Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Marine/Boating, Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Miscellaneous/Unclassified, Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Other, Diesel", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Public Nonhighway, Gasoline", +mobile_combustion,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Railroad, Distillate Fuel", +direct,"Transportation, Energy, Fuel Combustion, Transportation, Nonroad - Recreational Vehicle, Gasoline", +transportation_other,"Transportation, Energy, Fuel Combustion, Transportation, Road, CNG", +transportation_petroleum,"Transportation, Energy, Fuel Combustion, Transportation, Road, Gasoline", +transportation_petroleum,"Transportation, Energy, Fuel Combustion, Transportation, Road, Diesel", +direct,"Transportation, IPPU, Product Use, ODS Substitutes, Transportation HVAC, Not Applicable", +direct,"Transportation, IPPU, Product Use, ODS Substitutes, Transportation Refrigeration, Not Applicable", +direct,"Waste, Waste, Solid Waste Management, In-State Solid Waste Disposal, Not Applicable, Not Applicable", +direct,"Waste, Waste, Waste Combustion, In-State Waste Combustion, Not Applicable, Not Applicable", +direct,"Waste, Waste, Wastewater, Centralized Wastewater, Not Applicable, Not Applicable", +direct,"Waste, Waste, Wastewater, Septic Systems, Not Applicable, Not Applicable", diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2012.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2012.yaml new file mode 100644 index 000000000..d54423c84 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2012.yaml @@ -0,0 +1,278 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2012 +mecs_year: &mecs_year 2014 +coa_year: &coa_year 2012 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + + BEA: &bea # 2012 Make and Use tables + year: 2012 + geoscale: national + activity_to_sector_mapping: BEA_2012_Detail + exclusion_fields: + # Drop irrelevant final demand and total sectors + ActivityConsumedBy: ['F03000', 'F04000', 'F05000', 'F02E00', + 'F06E00', 'F07E00', 'F10E00', 'F02R00', + 'T001', 'T004', 'T007'] + ActivityProducedBy: ['T007'] + attribution_method: equal + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'212100': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'221200': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'333120': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2013.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2013.yaml new file mode 100644 index 000000000..6b4c90899 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2013.yaml @@ -0,0 +1,275 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2013 +mecs_year: &mecs_year 2014 +coa_year: &coa_year 2012 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2013: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'2121': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'2212': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'33312': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2014.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2014.yaml new file mode 100644 index 000000000..7e3732395 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2014.yaml @@ -0,0 +1,275 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2014 +mecs_year: &mecs_year 2014 +coa_year: &coa_year 2012 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2014: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'2121': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'2212': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'33312': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2015.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2015.yaml new file mode 100644 index 000000000..234803ee7 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2015.yaml @@ -0,0 +1,275 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2015 +mecs_year: &mecs_year 2014 +coa_year: &coa_year 2017 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2015: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'2121': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'2212': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'33312': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2016.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2016.yaml new file mode 100644 index 000000000..232d72c9d --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2016.yaml @@ -0,0 +1,275 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2016 +mecs_year: &mecs_year 2018 +coa_year: &coa_year 2017 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2016: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'2121': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'2212': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'33312': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2017.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2017.yaml new file mode 100644 index 000000000..09087104b --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2017.yaml @@ -0,0 +1,279 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2017 +mecs_year: &mecs_year 2018 +coa_year: &coa_year 2017 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + + BEA: &bea # 2017 Make and Use tables + year: 2017 + geoscale: national + activity_to_sector_mapping: BEA_2017_Detail + exclusion_fields: + # Drop irrelevant final demand and total sectors + ActivityConsumedBy: ['F03000', 'F04000', 'F05000', 'F02E00', + 'F06E00', 'F07E00', 'F10E00', 'F02R00', + 'T001', 'T004', 'T007', 'T019'] + ActivityProducedBy: ['T007', 'T013', 'T015', 'T016', 'TOP', + 'MCIF'] + attribution_method: equal + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'212100': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'221200': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'333120': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2018.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2018.yaml new file mode 100644 index 000000000..2686b2b73 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2018.yaml @@ -0,0 +1,275 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2018 +mecs_year: &mecs_year 2018 +coa_year: &coa_year 2017 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2018: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'2121': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'2212': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'33312': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2019.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2019.yaml new file mode 100644 index 000000000..6f35679c6 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2019.yaml @@ -0,0 +1,275 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2019 +mecs_year: &mecs_year 2018 +coa_year: &coa_year 2017 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2019: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'2121': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'2212': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'33312': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_SIT_2020.yaml b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2020.yaml new file mode 100644 index 000000000..ac4ce3771 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_SIT_2020.yaml @@ -0,0 +1,275 @@ +## FBS based on EPA SIT data for one or more states + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2020 +mecs_year: &mecs_year 2018 +coa_year: &coa_year 2017 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + geoscale: national + year: *mecs_year + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2020: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + EPA_SIT: # GHG emissions from EPA State Inventory Tool + geoscale: state + year: *ghg_year + fedefl_mapping: 'SIT' + activity_sets: + # DIRECT ALLOCATION + direct: + clean_fba_before_mapping: !script_function:EPA_SIT disaggregate_emissions + + # Dictionary of activities for clean_fba_before_mapping_df_fxn for GHG disaggregation + # The table numbers listed below are based on + # Inventory of U.S. Greenhouse Gas Emissions and Sinks: 1990–2019 (published 2021) + clean_activity_dict: + IP, Aluminum Production, PFCs: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_80' + IP, Electric Power Transmission and Distribution Systems: + disaggregation_method: 'direct' + disaggregation_data_source: 'SF6' + IP, HCFC-22 Production: + disaggregation_method: 'direct' + disaggregation_data_source: 'HFC-23' + IP, Magnesium Production: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_86' + IP, Semiconductor Manufacturing: + disaggregation_method: 'table' + disaggregation_data_source: 'EPA_GHGI_T_4_96' + drop_rows: + - 'Total F-GHGs' + - 'N2O[2]' + - 'HFC, PFC and SF6 F-HTFs' + - 'MEMS' + - 'PV' + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM UREA FERTILIZATION AND LIMING + # allocated between crops and animals based on USDA land area + ag: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ag + attribution_method: proportional + attribution_source: + USDA_CoA_Cropland_NAICS: + year: *coa_year + geoscale: state + selection_fields: + Class: Land + FlowName: AG LAND, CROPLAND, HARVESTED # land in active use + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_coal + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'2121': ''} # purchases of coal (212100) + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_gas + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'2212': ''} # purchases of natural gas (221200) + + # EMISSIONS FROM COMMERCIAL OTHER FOSSIL FUELS + commercial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_other + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv commercial_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv construction_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'33312': ''} # purchases of construction/mining equipment (333120) + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on equipment use + farm_equipment: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv farm_equipment + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'333111': ''} # purchases of farm machinery (333111) + + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Coal + - Coke and Breeze + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Natural Gas + + # EMISSIONS FROM INDUSTRIAL OTHER FOSSIL FUELS + industrial_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: Other + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_wood + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL PETROLEUM ALLOCATION METHOD + industrial_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv industrial_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + <<: *mecs_energy_default_selection + FlowName: + - Distillate Fuel Oil + - Residual Fuel Oil + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_other + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv transportation_petroleum + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv mobile_combustion + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # CO2e from ODS substitutes + ods_substitutes: + clean_fba_before_mapping: !script_function:EPA_GHGI split_HFCs_by_type + clean_parameter: + # Proportions of specific HFCs are assigned based on national total + flow_fba: EPA_GHGI_T_4_100 + selection_fields: + PrimaryActivity: !from_index:EPA_SIT_asets.csv ods_substitutes + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'333415': ''} # Air conditioning equipment diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2012.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2012.yaml new file mode 100644 index 000000000..cea7a7e27 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2012.yaml @@ -0,0 +1,318 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2012 +mecs_year: &mecs_year 2014 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + + BEA: &bea # 2012 Make and Use tables + year: 2012 + geoscale: national + activity_to_sector_mapping: BEA_2012_Detail + exclusion_fields: + # Drop irrelevant final demand and total sectors + ActivityConsumedBy: ['F03000', 'F04000', 'F05000', 'F02E00', + 'F06E00', 'F07E00', 'F10E00', 'F02R00', + 'T001', 'T004', 'T007'] + ActivityProducedBy: ['T007'] + attribution_method: equal + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL DISTILLATE FUEL OIL + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_fueloil + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Distillate Fuel Oil + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL HYDROCARBON GAS LIQUIDS + industrial_neu_hgl: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_hgl + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Hydrocarbon Gas Liquids, excluding natural gasoline + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COKE + industrial_neu_coke: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coke + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Coke and Breeze + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL OTHER FOSSIL FUELS + industrial_neu_other: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + BEA_Detail_Use_PRO_BeforeRedef: + <<: *bea + selection_fields: + ActivityProducedBy: {'325120': ''} # Industrial gases (325120) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2013.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2013.yaml new file mode 100644 index 000000000..3b5b454a1 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2013.yaml @@ -0,0 +1,315 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2013 +mecs_year: &mecs_year 2014 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2013: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL DISTILLATE FUEL OIL + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_fueloil + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Distillate Fuel Oil + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL HYDROCARBON GAS LIQUIDS + industrial_neu_hgl: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_hgl + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Hydrocarbon Gas Liquids, excluding natural gasoline + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COKE + industrial_neu_coke: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coke + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Coke and Breeze + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL OTHER FOSSIL FUELS + industrial_neu_other: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + Detail_Use_2013: + geoscale: national + selection_fields: + SectorProducedBy: {'32512': ''} # Industrial gases (325120) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2014.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2014.yaml new file mode 100644 index 000000000..643abc727 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2014.yaml @@ -0,0 +1,315 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2014 +mecs_year: &mecs_year 2014 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2014: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL DISTILLATE FUEL OIL + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_fueloil + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Distillate Fuel Oil + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL HYDROCARBON GAS LIQUIDS + industrial_neu_hgl: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_hgl + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Hydrocarbon Gas Liquids, excluding natural gasoline + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COKE + industrial_neu_coke: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coke + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Coke and Breeze + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL OTHER FOSSIL FUELS + industrial_neu_other: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + Detail_Use_2014: + geoscale: national + selection_fields: + SectorProducedBy: {'32512': ''} # Industrial gases (325120) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2015.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2015.yaml new file mode 100644 index 000000000..99534cf6e --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2015.yaml @@ -0,0 +1,315 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2015 +mecs_year: &mecs_year 2014 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2015: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL DISTILLATE FUEL OIL + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_fueloil + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Distillate Fuel Oil + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL HYDROCARBON GAS LIQUIDS + industrial_neu_hgl: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_hgl + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Hydrocarbon Gas Liquids, excluding natural gasoline + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COKE + industrial_neu_coke: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coke + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Coke and Breeze + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL OTHER FOSSIL FUELS + industrial_neu_other: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + Detail_Use_2015: + geoscale: national + selection_fields: + SectorProducedBy: {'32512': ''} # Industrial gases (325120) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2016.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2016.yaml new file mode 100644 index 000000000..875953e99 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2016.yaml @@ -0,0 +1,315 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2016 +mecs_year: &mecs_year 2018 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2016: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL DISTILLATE FUEL OIL + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_fueloil + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Distillate Fuel Oil + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL HYDROCARBON GAS LIQUIDS + industrial_neu_hgl: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_hgl + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Hydrocarbon Gas Liquids, excluding natural gasoline + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COKE + industrial_neu_coke: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coke + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Coke and Breeze + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL OTHER FOSSIL FUELS + industrial_neu_other: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + Detail_Use_2016: + geoscale: national + selection_fields: + SectorProducedBy: {'32512': ''} # Industrial gases (325120) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2017.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2017.yaml new file mode 100644 index 000000000..b4627f453 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2017.yaml @@ -0,0 +1,319 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2017 +mecs_year: &mecs_year 2018 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + + BEA: &bea # 2017 Make and Use tables + year: 2017 + geoscale: national + activity_to_sector_mapping: BEA_2017_Detail + exclusion_fields: + # Drop irrelevant final demand and total sectors + ActivityConsumedBy: ['F03000', 'F04000', 'F05000', 'F02E00', + 'F06E00', 'F07E00', 'F10E00', 'F02R00', + 'T001', 'T004', 'T007', 'T019'] + ActivityProducedBy: ['T007', 'T013', 'T015', 'T016', 'TOP', + 'MCIF'] + attribution_method: equal + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'113000': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'324110': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL DISTILLATE FUEL OIL + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_fueloil + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Distillate Fuel Oil + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL HYDROCARBON GAS LIQUIDS + industrial_neu_hgl: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_hgl + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Hydrocarbon Gas Liquids, excluding natural gasoline + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COKE + industrial_neu_coke: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coke + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Coke and Breeze + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL OTHER FOSSIL FUELS + industrial_neu_other: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + BEA_Detail_Use_SUT: + <<: *bea + selection_fields: + ActivityProducedBy: {'325120': ''} # Industrial gases (325120) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2018.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2018.yaml new file mode 100644 index 000000000..116012865 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2018.yaml @@ -0,0 +1,315 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2018 +mecs_year: &mecs_year 2018 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2018: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # CH4 and N2O EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + + # CH4 and N2O EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL DISTILLATE FUEL OIL + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_fueloil + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Distillate Fuel Oil + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL HYDROCARBON GAS LIQUIDS + industrial_neu_hgl: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_hgl + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Hydrocarbon Gas Liquids, excluding natural gasoline + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COKE + industrial_neu_coke: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coke + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Coke and Breeze + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL OTHER FOSSIL FUELS + industrial_neu_other: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_other + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + Flowable: Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + Detail_Use_2018: + geoscale: national + selection_fields: + SectorProducedBy: {'32512': ''} # Industrial gases (325120) + + # CH4 and N2O EMISSIONS FROM MOBILE SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2019.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2019.yaml new file mode 100644 index 000000000..be0647b24 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2019.yaml @@ -0,0 +1,280 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2019 +mecs_year: &mecs_year 2018 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2019: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv construction_equipment + + # EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL Other Petroleum fuels + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: + - Distillate Fuel Oil + - Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + Detail_Use_2019: + geoscale: national + selection_fields: + SectorProducedBy: {'32512': ''} # Industrial gases (325120) + + # EMISSIONS FROM NONROAD SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2020.yaml b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2020.yaml new file mode 100644 index 000000000..9a7f6c2e4 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHG_state_supplemental_2020.yaml @@ -0,0 +1,280 @@ +## Supplementary GHG data for select states +## This method is not typically intended to be run on its own + +!include:USEEIO_summary_target.yaml +year: &ghg_year 2020 +mecs_year: &mecs_year 2018 +geoscale: state + +_attribution_sources: + EIA_MECS_Energy: &mecs_energy + year: *mecs_year + geoscale: national + selection_fields: &mecs_energy_default_selection + Class: Energy # or Other (for non-energy use) + Unit: Trillion Btu + # FlowName: Coal # override this + Location: '00000' + Description: + - Table 2.2 # applies to Class Other + - Table 3.2 # applies to Class Energy + exclusion_fields: + ActivityConsumedBy: '31-33' + estimate_suppressed: !script_function:EIA_MECS estimate_suppressed_mecs_energy + +sources_to_cache: + Detail_Use_2020: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - LFGTE projects, Solid Waste Management + - Landfill off-gassing, Solid Waste Management + - MSW combusted, Solid Waste Management + - Methane flared, Solid Waste Management + - Residential, Wood and Wood Residuals + - Electric power, Wood and Wood Residuals + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL ETHANOL COMBUSTION + commercial_ethanol: + selection_fields: + PrimaryActivity: Commercial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + selection_fields: + PrimaryActivity: Commercial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM INDUSTRIAL ETHANOL COMBUSTION + industrial_ethanol: + selection_fields: + PrimaryActivity: Industrial, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + selection_fields: + PrimaryActivity: Industrial, Wood and Wood Residuals + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'113': ''} # forestry and logging + + # EMISSIONS FROM TRANSPORTATION BIODIESEL COMBUSTION + transportation_biodiesel: + selection_fields: + PrimaryActivity: Transportation, Biodiesel Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + # EMISSIONS FROM TRANSPORTATION ETHANOL COMBUSTION + transportation_ethanol: + selection_fields: + PrimaryActivity: Transportation, Ethanol Combustion + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32411': ''} # purchases of refinery products (324110) + + + # Vermont supplementary GHG emissions + StateGHGI_VT: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: + - Natural gas distribution, pipe mains + - Natural gas distribution, services + - ODS substitutes + - Semiconductor manufacturing + - Solid waste, flare + - Solid waste, fugitive + - Solid waste, to ICE + attribution_method: direct + + # New York customized GHG emissions inventory + StateGHGI_NY: + data_format: FBA + geoscale: state + year: *ghg_year + fedefl_mapping: GHGI + activity_sets: + direct: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv direct + attribution_method: direct + + # EMISSIONS FROM COMMERCIAL COAL + commercial_coal: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:commercial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_coal + + # EMISSIONS FROM COMMERCIAL NATURAL GAS + commercial_gas: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:commercial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_gas + + # EMISSIONS FROM COMMERCIAL PETROLEUM + commercial_petroleum: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:commercial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_petroleum + + # EMISSIONS FROM COMMERCIAL WOOD COMBUSTION + commercial_wood: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:commercial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv commercial_wood + + # EMISSIONS FROM CONSTRUCTION EQUIPMENT + construction_equipment: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:construction_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv construction_equipment + + # EMISSIONS FROM FARM EQUIPMENT + # allocated between crops and animals based on USDA land area + farm_equipment: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:farm_equipment + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv farm_equipment + + # EMISSIONS FROM INDUSTRIAL COAL + industrial_coal: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:industrial_coal + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_coal + + # EMISSIONS FROM INDUSTRIAL NATURAL GAS + industrial_gas: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:industrial_gas + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_gas + + # EMISSIONS FROM INDUSTRIAL PETROLEUM + industrial_petroleum: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:industrial_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_petroleum + + # EMISSIONS FROM INDUSTRIAL WOOD COMBUSTION + industrial_wood: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:industrial_wood + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_wood + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL COAL + industrial_neu_coal: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_coal + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Coal + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL GAS + industrial_neu_gas: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_gas + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: Natural Gas + + # EMISSIONS FROM NON-ENERGY USE INDUSTRIAL Other Petroleum fuels + industrial_neu_fueloil: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_neu_petroleum + attribution_method: proportional + attribution_source: + EIA_MECS_Energy: + <<: *mecs_energy + selection_fields: + Class: Other + Unit: Trillion Btu + FlowName: + - Distillate Fuel Oil + - Other + + # N2O EMISSIONS FROM INDUSTRIAL PRODUCT USE + industrial_pu_no2: + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv industrial_pu_no2 + attribution_method: proportional + attribution_source: + Detail_Use_2020: + geoscale: national + selection_fields: + SectorProducedBy: {'32512': ''} # Industrial gases (325120) + + # EMISSIONS FROM NONROAD SOURCES (excl. construction and farm equipment) + mobile_combustion: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:mobile_combustion + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv mobile_combustion + + # EMISSIONS FROM TRANSPORTATION OTHER FOSSIL FUELS + transportation_other: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:transportation_other + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_other + + # EMISSIONS FROM TRANSPORTATION PETROLEUM + transportation_petroleum: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT:activity_sets:transportation_petroleum + selection_fields: + PrimaryActivity: !from_index:StateGHGI_NY_asets.csv transportation_petroleum diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2012.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2012.yaml new file mode 100644 index 000000000..c17bbc7ac --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2012.yaml @@ -0,0 +1,25 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2012 +geoscale: state + +source_names: + # U.S. national GHG emissions by state + GHG_state_2012_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2012.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2013.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2013.yaml new file mode 100644 index 000000000..26e15e121 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2013.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2013 +geoscale: state + +sources_to_cache: + Detail_Use_2013: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2013_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2013.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2014.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2014.yaml new file mode 100644 index 000000000..7f6388d9b --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2014.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2014 +geoscale: state + +sources_to_cache: + Detail_Use_2014: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2014_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2014.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2015.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2015.yaml new file mode 100644 index 000000000..03e237c31 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2015.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2015 +geoscale: state + +sources_to_cache: + Detail_Use_2015: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2015_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2015.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2016.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2016.yaml new file mode 100644 index 000000000..8eaa998af --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2016.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2016 +geoscale: state + +sources_to_cache: + Detail_Use_2016: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2016_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2016.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2017.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2017.yaml new file mode 100644 index 000000000..37d4ffe0a --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2017.yaml @@ -0,0 +1,25 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2017 +geoscale: state + +source_names: + # U.S. national GHG emissions by state + GHG_state_2017_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2017.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2018.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2018.yaml new file mode 100644 index 000000000..82687d1c5 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2018.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2018 +geoscale: state + +sources_to_cache: + Detail_Use_2018: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2018_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2018.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2019.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2019.yaml new file mode 100644 index 000000000..acd218bfc --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2019.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2019 +geoscale: state + +sources_to_cache: + Detail_Use_2019: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2019_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2019.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_ME_2020.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2020.yaml new file mode 100644 index 000000000..5c13bede2 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_ME_2020.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from EPA's SIT and the Maine State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2020 +geoscale: state + +sources_to_cache: + Detail_Use_2020: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2020_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '23000' # ME + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['ME'] + + # Maine supplementary biogenic GHG emissions + StateGHGI_ME: + !include:GHG_state_supplemental_2020.yaml:source_names:StateGHGI_ME diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2012.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2012.yaml new file mode 100644 index 000000000..3e25ca2ad --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2012.yaml @@ -0,0 +1,20 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2012 +geoscale: state + +source_names: + # U.S. national GHG emissions by state + GHG_state_2012_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2012.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2013.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2013.yaml new file mode 100644 index 000000000..df9551c13 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2013.yaml @@ -0,0 +1,29 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2013 +geoscale: state + +sources_to_cache: + Detail_Use_2013: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2013_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2013.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2014.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2014.yaml new file mode 100644 index 000000000..32ce3d9d4 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2014.yaml @@ -0,0 +1,29 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2014 +geoscale: state + +sources_to_cache: + Detail_Use_2014: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2014_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2014.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2015.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2015.yaml new file mode 100644 index 000000000..93766d96c --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2015.yaml @@ -0,0 +1,29 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2015 +geoscale: state + +sources_to_cache: + Detail_Use_2015: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2015_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2015.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2016.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2016.yaml new file mode 100644 index 000000000..42ab3d3a1 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2016.yaml @@ -0,0 +1,29 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2016 +geoscale: state + +sources_to_cache: + Detail_Use_2016: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2016_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2016.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2017.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2017.yaml new file mode 100644 index 000000000..97da3800b --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2017.yaml @@ -0,0 +1,20 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2017 +geoscale: state + +source_names: + # U.S. national GHG emissions by state + GHG_state_2017_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2017.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2018.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2018.yaml new file mode 100644 index 000000000..30c091c1e --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2018.yaml @@ -0,0 +1,29 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2018 +geoscale: state + +sources_to_cache: + Detail_Use_2018: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2018_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2018.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2019.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2019.yaml new file mode 100644 index 000000000..1b6700980 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2019.yaml @@ -0,0 +1,29 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2019 +geoscale: state + +sources_to_cache: + Detail_Use_2019: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2019_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2019.yaml:source_names:StateGHGI_NY diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_NY_2020.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2020.yaml new file mode 100644 index 000000000..0e2d67504 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_NY_2020.yaml @@ -0,0 +1,30 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for Maine from the New York State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2020 +geoscale: state + +sources_to_cache: + Detail_Use_2020: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2020_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '36000' # NY + + # State Inventory Tool GHG emissions by state - not used for NY + + # New York GHG emissions data + StateGHGI_NY: + !include:GHG_state_supplemental_2020.yaml:source_names:StateGHGI_NY + \ No newline at end of file diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2012.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2012.yaml new file mode 100644 index 000000000..701f71d69 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2012.yaml @@ -0,0 +1,25 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2012 +geoscale: state + +source_names: + # U.S. national GHG emissions by state + GHG_state_2012_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2012.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2012.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2013.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2013.yaml new file mode 100644 index 000000000..6fb794a06 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2013.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2013 +geoscale: state + +sources_to_cache: + Detail_Use_2013: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2013_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2013.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2013.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2014.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2014.yaml new file mode 100644 index 000000000..aa4cfcdbf --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2014.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2014 +geoscale: state + +sources_to_cache: + Detail_Use_2014: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2014_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2014.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2014.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2015.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2015.yaml new file mode 100644 index 000000000..90f06e2b4 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2015.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2015 +geoscale: state + +sources_to_cache: + Detail_Use_2015: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2015_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2015.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2015.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2016.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2016.yaml new file mode 100644 index 000000000..bcf0de6ce --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2016.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2016 +geoscale: state + +sources_to_cache: + Detail_Use_2016: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2016_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2016.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2016.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2017.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2017.yaml new file mode 100644 index 000000000..9bcc483ca --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2017.yaml @@ -0,0 +1,25 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2017 +geoscale: state + +source_names: + # U.S. national GHG emissions by state + GHG_state_2017_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2017.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2017.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2018.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2018.yaml new file mode 100644 index 000000000..1769e3869 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2018.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2018 +geoscale: state + +sources_to_cache: + Detail_Use_2018: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2018_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2018.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2018.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2019.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2019.yaml new file mode 100644 index 000000000..19c3d5558 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2019.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2019 +geoscale: state + +sources_to_cache: + Detail_Use_2019: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2019_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2019.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2019.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/flowbysectormethods/GHGc_state_VT_2020.yaml b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2020.yaml new file mode 100644 index 000000000..30c68add8 --- /dev/null +++ b/flowsa/methods/flowbysectormethods/GHGc_state_VT_2020.yaml @@ -0,0 +1,34 @@ +# Method for state GHG emissions sourced from EPA state inventories +# with custom data for VT from EPA's SIT and the VT State Inventory +!include:USEEIO_summary_target.yaml +year: &ghg_year 2020 +geoscale: state + +sources_to_cache: + Detail_Use_2020: + !include:Detail_Use_SUT.yaml + year: *ghg_year + source_names: + BEA_Summary_Use_SUT: + !include:Detail_Use_SUT.yaml:source_names:BEA_Summary_Use_SUT + year: *ghg_year + +source_names: + # U.S. national GHG emissions by state + GHG_state_2020_m1: + year: *ghg_year + data_format: FBS + exclusion_fields: + Location: + - '50000' # VT + + # State Inventory Tool GHG emissions by state + EPA_SIT: + !include:GHG_state_SIT_2020.yaml:source_names:EPA_SIT + clean_fba_before_activity_sets: !script_function:EPA_SIT clean_up_state_data + # list of selected states for which to use SIT data rather than state GHG inventory data + state_list: ['VT'] + + # Vermont supplementary GHG emissions + StateGHGI_VT: + !include:GHG_state_supplemental_2020.yaml:source_names:StateGHGI_VT diff --git a/flowsa/methods/method_status.yaml b/flowsa/methods/method_status.yaml index 9006c611f..5a05f0a27 100644 --- a/flowsa/methods/method_status.yaml +++ b/flowsa/methods/method_status.yaml @@ -31,11 +31,6 @@ StateGHGI_ME: Status: Private data Type: FileNotFoundError -StateGHGI_NY: - Active: True - Status: Private data - Type: FileNotFoundError - StateGHGI_VT: Active: True Status: Private data @@ -54,3 +49,24 @@ CAP_HAP_Nonroad_2014: CAP_HAP_national_2014_m1: Active: True Status: Issue with CAP_HAP_Nonroad_2014 prevents method completion + +## CBEI models; StateGHGI year mismatch +GHGc_state_ME_2020: + Active: True + Status: Year mismatch with GHGI + +GHGc_state_NY_2020: + Active: True + Status: Year mismatch with GHGI + +GHGc_state_VT_2020: + Active: True + Status: Year mismatch with GHGI + +GHG_state_supplemental_2020: + Active: True + Status: Year mismatch with GHGI + +GHG_state_SIT_2020: + Active: True + Status: Year mismatch with GHGI