Other inputs and how to fill them out

There are many other inputs besides vehicle sales shares and fuel mixing assumptions that you can fill out in the model. I'll try to cover them all here. If you have any questions about any of the inputs, please let me know in the Feedback Form.

These are the vehicle ownership thresholds. Learn about them here.

Economy Measure Medium Transport Type Scenario Unit Frequency Data_available Value Comment
00_ECONOMY Gompertz_gamma road passenger Target Stocks_per_thousand_capita Yearly data_available 663.12 NaN
00_ECONOMY Gompertz_gamma road passenger Reference Stocks_per_thousand_capita Yearly data_available 663.12 NaN
00_ECONOMY Gompertz_gamma road passenger Target Stocks_per_thousand_capita Yearly data_available 100.00 NaN
00_ECONOMY Gompertz_gamma road passenger Reference Stocks_per_thousand_capita Yearly data_available 100.00 NaN
00_ECONOMY Gompertz_gamma road passenger Target Stocks_per_thousand_capita Yearly data_available 800.00 NaN
00_ECONOMY Gompertz_gamma road passenger Reference Stocks_per_thousand_capita Yearly data_available 800.00 NaN
00_ECONOMY Gompertz_gamma road passenger Target Stocks_per_thousand_capita Yearly data_available 400.00 NaN
00_ECONOMY Gompertz_gamma road passenger Reference Stocks_per_thousand_capita Yearly data_available 400.00 NaN
00_ECONOMY Gompertz_gamma road passenger Reference Stocks_per_thousand_capita Yearly data_available 600.00 Expect doubling in ownership from '194 to 400' in REF and '194 to '280' in tgt
00_ECONOMY Gompertz_gamma road passenger Target Stocks_per_thousand_capita Yearly data_available 400.00 Expect doubling in ownership from '194 to 400' in REF and '194 to '280' in tgt
00_ECONOMY Gompertz_gamma road passenger Target Stocks_per_thousand_capita Yearly data_available 112.20 NaN
00_ECONOMY Gompertz_gamma road passenger Reference Stocks_per_thousand_capita Yearly data_available 112.20 NaN
00_ECONOMY Gompertz_gamma road passenger Reference Stocks_per_thousand_capita Yearly data_available 350.00 needed to decrease to 350 to achieve emissions targets
00_ECONOMY Gompertz_gamma road passenger Target Stocks_per_thousand_capita Yearly data_available 350.00 needed to decrease to 350 to achieve emissions targets

The following tables are yearly growth rates for different parameters in the model. Generally they are left constant and as they are, but if there is a policy which might affect on of them, then they can be useful:

Date Economy Measure Vehicle Type Medium Transport Type Drive Scenario Unit Frequency Data_available Value
2018 00_ECONOMY Mileage_growth bus road passenger cng Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth bus road passenger lpg Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth lt road passenger fcev Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth lt road passenger phev_d Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth lt road passenger ice_d Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth 2w road passenger bev Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth bus road passenger fcev Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth bus road passenger phev_d Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth lt road passenger bev Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth 2w road passenger ice_d Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth bus road passenger bev Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth bus road passenger ice_d Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth ht road freight ice_d Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth ht road freight phev_d Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth ht road freight fcev Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth ht road freight bev Reference % Yearly data_available 1
2018 00_ECONOMY Mileage_growth ht road freight cng Reference % Yearly data_available 1
As an example, if a country wanted to introduce a mandate for 100% HEV sales within ICE's then you can increase the new vehicle efficiency growth for a few years so that by the end of those, the efficiency of new ICE vehicles is the same as the efficiency of new HEV vehicles.
Date Economy Measure Vehicle Type Medium Transport Type Drive Scenario Unit Frequency Data_available Value
2018 00_ECONOMY New_vehicle_efficiency_growth ht road freight ice_d Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth ht road freight fcev Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth 2w road passenger bev Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth ht road freight phev_d Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth ht road freight bev Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth bus road passenger phev_d Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth bus road passenger fcev Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth lt road passenger ice_d Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth lt road passenger bev Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth bus road passenger bev Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth 2w road passenger ice_d Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth bus road passenger ice_d Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth lt road passenger phev_d Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth lt road passenger fcev Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth bus road passenger cng Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth bus road passenger lpg Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth ht road freight cng Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth ht road freight lpg Reference % Yearly data_available 1.01
2018 00_ECONOMY New_vehicle_efficiency_growth lt road freight bev Reference % Yearly data_available 1.01

Date Economy Measure Vehicle Type Medium Transport Type Scenario Unit Frequency Data_available Value Drive
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_av_gas
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_diesel
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_electric
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_fuel_oil
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_gasoline
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_hydrogen
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_jet_fuel
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_kerosene
2024 00_ECONOMY Non_road_intensity_improvement all air freight Reference % Yearly data_available 1.001 air_lpg
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_coal
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_diesel
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_electricity
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_fuel_oil
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_gasoline
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_kerosene
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_lpg
2024 00_ECONOMY Non_road_intensity_improvement all rail freight Reference % Yearly data_available 1.001 rail_natural_gas
2024 00_ECONOMY Non_road_intensity_improvement all ship freight Reference % Yearly data_available 1.001 ship_ammonia
2024 00_ECONOMY Non_road_intensity_improvement all ship freight Reference % Yearly data_available 1.001 ship_diesel
2024 00_ECONOMY Non_road_intensity_improvement all ship freight Reference % Yearly data_available 1.001 ship_electric
2024 00_ECONOMY Non_road_intensity_improvement all ship freight Reference % Yearly data_available 1.001 ship_fuel_oil

Date Economy Measure Vehicle Type Medium Transport Type Drive Scenario Unit Frequency Data_available Value
2023 00_ECONOMY Occupancy_or_load_growth bus road passenger cng Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth bus road passenger lpg Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth ht road freight cng Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth ht road freight lpg Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road freight bev Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road freight cng Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road freight fcev Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road freight ice_d Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road freight lpg Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road freight phev_d Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road passenger cng Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road passenger lpg Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road passenger phev_d Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth bus road passenger ice_d Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth bus road passenger fcev Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road passenger bev Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road passenger ice_d Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth bus road passenger phev_d Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth lt road passenger fcev Reference % Yearly data_available 1
2023 00_ECONOMY Occupancy_or_load_growth ht road freight ice_d Reference % Yearly data_available 1
Another example: This can be changed if the country is especailly focused on implementing policies that will improve the routing of vehicles. This is especailly useful for freight vehicles.
Date Economy Measure Medium Transport Type Scenario Unit Frequency Data_available Value
2020 00_ECONOMY Activity_efficiency_improvement road freight Reference % Yearly data_available 1.0010
2021 00_ECONOMY Activity_efficiency_improvement road freight Reference % Yearly data_available 1.0010
2021 00_ECONOMY Activity_efficiency_improvement road freight Target % Yearly data_available 1.0010
2022 00_ECONOMY Activity_efficiency_improvement road freight Reference % Yearly data_available 1.0010
2022 00_ECONOMY Activity_efficiency_improvement road freight Target % Yearly data_available 1.0010
2020 00_ECONOMY Activity_efficiency_improvement road passenger Reference % Yearly data_available 1.0005
2020 00_ECONOMY Activity_efficiency_improvement road freight Target % Yearly data_available 1.0010
2021 00_ECONOMY Activity_efficiency_improvement road passenger Target % Yearly data_available 1.0005
2021 00_ECONOMY Activity_efficiency_improvement road passenger Reference % Yearly data_available 1.0005
2022 00_ECONOMY Activity_efficiency_improvement road passenger Reference % Yearly data_available 1.0005
2022 00_ECONOMY Activity_efficiency_improvement road passenger Target % Yearly data_available 1.0005
2020 00_ECONOMY Activity_efficiency_improvement road passenger Target % Yearly data_available 1.0005

These are the results of regression analysis on past activity and macro data for projecting future activity growth. Learn more about them here.

Region const alpha r2 Model Gdp_per_capita_growth_coeff Gdp_times_capita_growth_coeff Gdp_growth_coeff Population_growth_coeff Population_growth_lag1_coeff Population_growth_lead1_coeff Gdp_per_capita_growth_lag1_coeff Gdp_per_capita_growth_lead1_coeff Gdp_times_capita_growth_lag1_coeff Gdp_times_capita_growth_lead1_coeff Gdp_growth_lag1_coeff Gdp_growth_lead1_coeff Economy
Low_density 0.019615 0.001 0.196650 lasso 0.000000 0.000000 0.007287 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 01_AUS
Low_density 0.019615 0.001 0.196650 lasso 0.000000 0.000000 0.007287 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 03_CDA
Low_density 0.019615 0.001 0.196650 lasso 0.000000 0.000000 0.007287 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 12_NZ
Low_density 0.019615 0.001 0.196650 lasso 0.000000 0.000000 0.007287 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 13_PNG
Low_density 0.019615 0.001 0.196650 lasso 0.000000 0.000000 0.007287 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 16_RUS
Low_density 0.019615 0.001 0.196650 lasso 0.000000 0.000000 0.007287 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 20_USA
City 0.015090 100.000 0.000000 lasso 0.000000 0.000000 0.000000 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 02_BD
City 0.015090 100.000 0.000000 lasso 0.000000 0.000000 0.000000 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 06_HKC
City 0.015090 100.000 0.000000 lasso 0.000000 0.000000 0.000000 0 0.000000 0.000000 0.000000 0 0 0.000000 0 0 17_SGP
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 04_CHL
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 07_INA
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 10_MAS
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 11_MEX
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 14_PE
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 15_PHL
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 18_CT
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 19_THA
Developing_high_density 0.045676 0.001 0.167530 lasso 0.000000 0.008333 0.005122 0 0.000000 0.002315 0.003223 0 0 0.007805 0 0 21_VN
Developed_high_density 0.031277 0.001 0.539116 lasso 0.018947 0.002020 0.001762 0 0.010322 0.000000 0.000000 0 0 0.002328 0 0 05_PRC
Developed_high_density 0.031277 0.001 0.539116 lasso 0.018947 0.002020 0.001762 0 0.010322 0.000000 0.000000 0 0 0.002328 0 0 08_JPN
Developed_high_density 0.031277 0.001 0.539116 lasso 0.018947 0.002020 0.001762 0 0.010322 0.000000 0.000000 0 0 0.002328 0 0 09_ROK

The Parameters.yml file is missing because it is a very large file. You can download it from the staging page, which comes up when you click 'run model' in the main page.