| System Boundary | Source Category | Source | MJ | Unit (LHV) |
|---|---|---|---|---|
| Upstream | production of fuels | Biodiesel (on-road heavy-duty truck) | 74.34 | gallon |
| Upstream | production of fuels | Diesel (ag equipment) | 15.94 | gallon |
| Upstream | production of fuels | Diesel (on-road medium-heavy duty truck) | 15.94 | gallon |
| Upstream | production of fuels | Gasoline | 26.93 | gallon |
| Upstream | production of fuels | LPG | 12.70 | gallon |
| Upstream | production of fuels | Natural gas | 0.11 | SCF |
| Upstream | transportation of agricultural inputs | Diesel (on-road medium-heavy duty truck) | 160.88 | gallon |
| Post-Harvest | mobile machinery | Diesel (on-road medium-heavy duty truck) | 144.94 | gallon |
| Post-Harvest | mobile machinery | Biodiesel (on-road heavy-duty truck) | 126.13 | gallon |
| Post-Harvest | stationary machinery | Diesel (ag equipment) | 144.94 | gallon |
| Post-Harvest | stationary machinery | Gasoline | 118.29 | gallon |
| Post-Harvest | stationary machinery | LPG | 88.89 | gallon |
| Post-Harvest | stationary machinery | Natural gas | 1.08 | SCF |
| On-Farm Mechanical | mobile machinery | Diesel (ag equipment) | 144.94 | gallon |
| On-Farm Mechanical | mobile machinery | Diesel (on-road medium-heavy duty truck) | 144.94 | gallon |
| On-Farm Mechanical | mobile machinery | Biodiesel (on-road heavy-duty truck) | 126.13 | gallon |
| On-Farm Mechanical | stationary machinery | Diesel (ag equipment) | 144.94 | gallon |
| On-Farm Mechanical | stationary machinery | Gasoline | 118.29 | gallon |
| On-Farm Mechanical | stationary machinery | LPG | 88.89 | gallon |
| On-Farm Mechanical | stationary machinery | Natural gas | 1.08 | SCF |
Impact Factors of Fuel Production and Use
Methods 5.0
For FP v5, the fuel options have been reduced and tied to specific operations. We have also incorporated more reliable data and separated the impact factors by on-farm combustion and upstream manufacturing impacts for the procured fuel.
The FP v5 will not include biogenic CO2 from biofuels in the final estimate for the GHG Emissions metric, as permitted by the Greenhouse Gas Reporting Program (GHGRP).
| Category | Diesel1 | Gasoline | LPG | Natural gas | Biodiesel2 | Diesel3 |
|---|---|---|---|---|---|---|
| Irrigation pumping | ✓ | ✓ | ✓ | ✓ | ||
| Crop drying | ✓ | ✓ | ✓ | ✓ | ||
| Crop transportation | ✓ | ✓ | ||||
| Manure transportation | ✓ | |||||
| Field operations | ✓ | |||||
| Agricultural input transportation | ✓ |
Details
Fuel emission factors encompass both combustion emissions and upstream emissions associated with fuel extraction, distribution, and refining. Combustion emissions are derived from the EPA Emission Factor Hub, which provides estimates of CO2, CH4, and N2O emissions per unit of fuel combusted (USEPA 2023). Since fuel-related emissions vary depending on whether the fuel is used in stationary combustion equipment (e.g. grain dryers) or mobile applications (e.g. tractors, off-road agricultural machinery and trucks, and on-road trucks), separate emission factors are applied for each category.
For stationary combustion, the EPA emission factors are provided per unit of higher heating value (HHV). However, most agricultural and transportation applications do not utilize the latent heat from fuel combustion, as vapor recondensing technologies are uncommon in these sectors, and therefore energy usage for agricultural and transportation operations are measured in lower heating value (LHV) energy units. To align the emission estimates with agricultural energy use practices, we convert HHV based emission factors into LHV-based factors using standard conversion factors for each fuel type (Tools 2024; USEPA 2023). For mobile combustion, fuel-specific emission factors are applied based on mode-specific data for off-road trucks and machinery, on-road trucks, and other agricultural vehicles. These values reflect variations in engine efficiencies, combustion conditions, and regulatory emission controls across different fuel applications (USEPA 2023).
In addition to combustion emissions, upstream emissions from fuel production are incorporated into the analysis to account for cradle-to-processing-gate emissions, including from fuel extraction, transport, refining, and processing. The GREET 2023 model is used to estimate GHG emissions per MJ (LHV) of fuel throughput, ensuring all stages of fuel production are properly captured (Wang et al. 2023). Furthermore, GREET provides estimated cumulative energy demand (CED) per unit of fuel throughput. For example, for every MJ of diesel combusted, the CED is 1.12 MJ, reflecting both direct combustion energy and the additional energy required for extraction, refining, and distribution. For renewable soy biodiesel fuels, CED and GWP capture impacts from soybean cultivation, crushing, and biodiesel processing (Wang et al. 2023).
Energy use
The energy use impact factors are explained below.
- System Boundary: This enables the disaggregation of upstream and combustion factors. Combustion factors are attributed to On-Farm Mechanical or Post-harvest boundaries. The combustion factors for On-Farm Mechanical or Post-harvest are the same.
- Source Category: It classifies the energy use to indicate whether it is associated with production of fuels (upstream), mobile machinery (field equipment, crop transportation, manure transportation), and stationary machinery (irrigation pumps and crop dryers).
- Source: A given fuel.
- MJ: Impact factor of megajoules per unit.
- Unit (LHV): Expected unit to use the MJ impact factor.
GHG emissions
The GHG emissions impact factors are explained below.
- System Boundary: This enables the disaggregation of upstream and combustion factors. Combustion factors are attributed to On-Farm Mechanical or Post-harvest boundaries. The combustion factors for On-Farm Mechanical or Post-harvest are the same.
- Source Category: It classifies the GHG emissions to indicate whether it is associated with production of fuels (upstream), mobile machinery (field equipment, crop transportation, manure transportation), and stationary machinery (irrigation pumps and crop dryers).
- Source: A given fuel.
- CO2_fossil: Impact factor for fossil CO2 in kg of gas per unit.
- CO2_biogenic: Impact factor for biogenic CO2 in kg of gas per unit. It is important to note that the Greenhouse Gas Reporting Program (GHGRP) allows for the non-inclusion of biogenic CO2 from inventories, except for those CO2 emissions from direct land use change and soil carbon stock changes.
- CH4_fossil: Impact factor of fossil CH4 in kg of gas per unit.
- CH4_biogenic: Impact factor of biogenic CH4 in kg of gas per unit.
- N2O: Impact factor for N2O in kg of gas per unit.
- Unit (LHV): Expected unit to use the impact factors for each GHG gas.
| System Boundary | Source Category | Source | CO2_fossil | CO2_biogenic | CH4_fossil | CH4_biogenic | N2O | Unit (LHV) |
|---|---|---|---|---|---|---|---|---|
| Upstream | production of fuels | Biodiesel (on-road heavy-duty truck) | 2.24 | 0.00 | 0.0037037 | 0.00e+00 | 0.0010976 | gallon |
| Upstream | production of fuels | Diesel (ag equipment) | 0.97 | 0.00 | 0.0023290 | 0.00e+00 | 0.0000195 | gallon |
| Upstream | production of fuels | Diesel (on-road medium-heavy duty truck) | 0.97 | 0.00 | 0.0023290 | 0.00e+00 | 0.0000195 | gallon |
| Upstream | production of fuels | Gasoline | 1.68 | 0.00 | 0.0046768 | 0.00e+00 | 0.0003232 | gallon |
| Upstream | production of fuels | LPG | 0.91 | 0.00 | 0.0025506 | 0.00e+00 | 0.0000152 | gallon |
| Upstream | production of fuels | Natural gas | 0.01 | 0.00 | 0.0001952 | 0.00e+00 | 0.0000013 | SCF |
| Upstream | transportation of agricultural inputs | Diesel (on-road medium-heavy duty truck) | 11.18 | 0.00 | 0.0032384 | 0.00e+00 | 0.0003245 | gallon |
| Post-Harvest | transportation of crop production | Biodiesel (on-road heavy-duty truck) | 0.00 | 9.48 | 0.0000000 | 9.95e-05 | 0.0000142 | gallon |
| Post-Harvest | transportation of crop production | Diesel (on-road medium-heavy duty truck) | 10.20 | 0.00 | 0.0009094 | 0.00e+00 | 0.0003050 | gallon |
| Post-Harvest | stationary machinery | Diesel (ag equipment) | 10.20 | 0.00 | 0.0012692 | 0.00e+00 | 0.0010693 | gallon |
| Post-Harvest | stationary machinery | Gasoline | 8.72 | 0.00 | 0.0003727 | 0.00e+00 | 0.0000745 | gallon |
| Post-Harvest | stationary machinery | LPG | 5.64 | 0.00 | 0.0002744 | 0.00e+00 | 0.0000549 | gallon |
| Post-Harvest | stationary machinery | Natural gas | 0.05 | 0.00 | 0.0000010 | 0.00e+00 | 0.0000001 | SCF |
| On-Farm Mechanical | mobile machinery | Diesel (ag equipment) | 10.20 | 0.00 | 0.0012692 | 0.00e+00 | 0.0010693 | gallon |
| On-Farm Mechanical | transportation of crop production | Biodiesel (on-road heavy-duty truck) | 0.00 | 9.48 | 0.0000000 | 9.95e-05 | 0.0000142 | gallon |
| On-Farm Mechanical | transportation of crop production | Diesel (on-road medium-heavy duty truck) | 10.20 | 0.00 | 0.0009094 | 0.00e+00 | 0.0003050 | gallon |
| On-Farm Mechanical | stationary machinery | Diesel (ag equipment) | 10.20 | 0.00 | 0.0012692 | 0.00e+00 | 0.0010693 | gallon |
| On-Farm Mechanical | stationary machinery | Gasoline | 8.72 | 0.00 | 0.0003727 | 0.00e+00 | 0.0000745 | gallon |
| On-Farm Mechanical | stationary machinery | LPG | 5.64 | 0.00 | 0.0002744 | 0.00e+00 | 0.0000549 | gallon |
| On-Farm Mechanical | stationary machinery | Natural gas | 0.05 | 0.00 | 0.0000010 | 0.00e+00 | 0.0000001 | SCF |
| On-Farm Mechanical | mobile machinery | Diesel (on-road medium-heavy duty truck) | 10.20 | 0.00 | 0.0009094 | 0.00e+00 | 0.0003050 | gallon |