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sector:energy:fuel_combustion:transport:road_transport:start [2021/01/18 20:15] kotzullasector:energy:fuel_combustion:transport:road_transport:start [2022/03/16 08:41] (current) kotzulla
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 ^  NFR-Code          Name of Category                                                                                                                                      ^ ^  NFR-Code          Name of Category                                                                                                                                      ^
 | **[[sector:energy:fuel_combustion:transport:road_transport:emissions_from_fuel_combustion_in_road_vehicles:start| Emissions from Fuel Combustion in Road Vehicles ]]**                                                                                                                                                          || | **[[sector:energy:fuel_combustion:transport:road_transport:emissions_from_fuel_combustion_in_road_vehicles:start| Emissions from Fuel Combustion in Road Vehicles ]]**                                                                                                                                                          ||
-|  1.A.3.b i                                                                                                                                                                 | [[sector:energy:fuel_combustion:transport:road_transport:emissions_from_fuel_combustion_in_road_vehicles:passenger_cars|Passenger Cars]]                                                               +|  1.A.3.b i                                                                                                                                                                 | [[sector:energy:fuel_combustion:transport:road_transport:emissions_from_fuel_combustion_in_road_vehicles:passenger_cars | Passenger Cars]] - PCs                         
-|  1.A.3.b ii                                                                                                                                                                | [[sector:energy:fuel_combustion:transport:road_transport:light_duty_vehicles| Light Duty Vehicles ]]                                                   +|  1.A.3.b ii                                                                                                                                                                | [[sector:energy:fuel_combustion:transport:road_transport:emissions_from_fuel_combustion_in_road_vehicles:light_duty_vehicles | Light Duty Vehicles ]] - LDVs                                                  
-|  1.A.3.b iii                                                                                                                                                               | [[sector:energy:fuel_combustion:transport:road_transport:heavy_duty_vehicles|Heavy Duty Vehicles ]]                                                    +|  1.A.3.b iii                                                                                                                                                               | [[sector:energy:fuel_combustion:transport:road_transport:emissions_from_fuel_combustion_in_road_vehicles:heavy_duty_vehicles | Heavy Duty Vehicles ]] - HDVs                                                   
-|  1.A.3.b iv                                                                                                                                                                | [[sector:energy:fuel_combustion:transport:road_transport:mopeds_and_motorcycles|Mopeds & Motorcycles ]]                                                |+|  1.A.3.b iv                                                                                                                                                                | [[sector:energy:fuel_combustion:transport:road_transport:emissions_from_fuel_combustion_in_road_vehicles:mopeds_and_motorcycles | Mopeds & Motorcycles ]] - MPDs & MCs                                               |
 | **Fugitive Emissions from Road Vehicles**                                                                                                                                                                                                                                                                                          || | **Fugitive Emissions from Road Vehicles**                                                                                                                                                                                                                                                                                          ||
 |  1.A.3.b v                                                                                                                                                                 | [[sector:energy:fuel_combustion:transport:road_transport:fugitive_emissions_from_gasoline_evaporation| Gasoline Evaporation ]]                         | |  1.A.3.b v                                                                                                                                                                 | [[sector:energy:fuel_combustion:transport:road_transport:fugitive_emissions_from_gasoline_evaporation| Gasoline Evaporation ]]                         |
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 |  1.A.3.b vi                                                                                                                                                                | [[sector:energy:fuel_combustion:transport:road_transport:abrasive_emissions_from_road_vehicles:tyre_and_brake_wear| Automobile Tyre and Brake Wear ]]  | |  1.A.3.b vi                                                                                                                                                                | [[sector:energy:fuel_combustion:transport:road_transport:abrasive_emissions_from_road_vehicles:tyre_and_brake_wear| Automobile Tyre and Brake Wear ]]  |
 |  1.A.3.b vii                                                                                                                                                               | [[sector:energy:fuel_combustion:transport:road_transport:abrasive_emissions_from_road_vehicles:road_abrasion| Automobile Road Abrasion ]]              | |  1.A.3.b vii                                                                                                                                                               | [[sector:energy:fuel_combustion:transport:road_transport:abrasive_emissions_from_road_vehicles:road_abrasion| Automobile Road Abrasion ]]              |
- 
-Abbreviations used below as well as in the following chapters on road transport for the different types of vehicles: 
-* **PCs**  - Passenger Cars  
-* **LDVs**  - Light Duty Vehicles 
-* **HDVs**  - Heavy Duty Vehicles (if not reported separatly: including buses) 
-* **MCs** - Motorcycles (if not reported separatly: including mopeds) 
  
 Emissions from motorised road traffic in Germany are reported under this category. It includes traffic on public roads within Germany, except for agricultural and forestry transports and military transports. Calculations are made for the vehicle categories of passenger cars, motorcycles, light duty vehicles, heavy duty vehicles and buses. For calculation purposes, the vehicle categories are broken down into so-called vehicle layers with the same emissions behaviour. To this end, vehicle categories are also broken down by type of fuel used, vehicle size (trucks and buses by weight class; automobiles and motorcycles by engine displacement) and pollution control equipment used, as defined by EU directives for emissions control ("EURO norms"), and by regional traffic distribution (outside of cities, in cities and autobahn). Emissions from motorised road traffic in Germany are reported under this category. It includes traffic on public roads within Germany, except for agricultural and forestry transports and military transports. Calculations are made for the vehicle categories of passenger cars, motorcycles, light duty vehicles, heavy duty vehicles and buses. For calculation purposes, the vehicle categories are broken down into so-called vehicle layers with the same emissions behaviour. To this end, vehicle categories are also broken down by type of fuel used, vehicle size (trucks and buses by weight class; automobiles and motorcycles by engine displacement) and pollution control equipment used, as defined by EU directives for emissions control ("EURO norms"), and by regional traffic distribution (outside of cities, in cities and autobahn).
  
-Since 1990, emissions of NO,,x,,, CO, NMVOC and SO,,2,, from road transports have decreased sharply, due to catalytic-converter use and engine improvements resulting from continual tightening of emissions laws, and due to improved fuel quality.+Since 1990, emissions of NO<sub>x</sub>, CO, NMVOC and SO<sub>2</sub> from road transports have decreased sharply, due to catalytic-converter use and engine improvements resulting from continual tightening of emissions laws, and due to improved fuel quality.
  
 For buses and heavy duty vehicles (over 3.5 t total permissible vehicle weight), maximum permissible levels of hydrocarbon (HC, incl. NMVOC) emissions were lowered especially sharply (-40%) via the introduction of the EURO3 standard in 2000. Since EURO3 vehicles were very quick to reach the market as of 2000, the emission factor for hydrocarbon emissions from diesel fuel - and the relevant emissions themselves – decreased considerably after 2000.  For buses and heavy duty vehicles (over 3.5 t total permissible vehicle weight), maximum permissible levels of hydrocarbon (HC, incl. NMVOC) emissions were lowered especially sharply (-40%) via the introduction of the EURO3 standard in 2000. Since EURO3 vehicles were very quick to reach the market as of 2000, the emission factor for hydrocarbon emissions from diesel fuel - and the relevant emissions themselves – decreased considerably after 2000. 
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 ===== Methodology ===== ===== Methodology =====
  
-Emissions are calculated with the aid of the TREMOD model ("Transport Emission Estimation Model" v6.02) from (Knörr, W. et al. (2019a)) [((bibcite 1))]. 4+Emissions are calculated with the aid of the TREMOD model ("Transport Emission Estimation Model" v6.02) from (Knörr, W. et al. (2021a)) [(KNOERR2021a)].
  
 This model adopts a "bottom-up" (tier3) approach whereby mileage of the individual vehicle layers is multiplied by region-specific emission factors. For passenger cars and light duty vehicles, a “cold start surplus” is also added. The total consumption calculated on the basis of fuel type is compared with the consumption according to the Energy Balance. The emissions are then corrected with the aid of factors obtained from this comparison process. For petrol-powered vehicles, the evaporation emissions of VOC are calculated in keeping with the pollution-control technology used. From the emissions and fuel consumption for the various vehicle layers, aggregated, fuelbased emission factors (kg of emissions per TJ of fuel consumption) are derived, and then the emission factors are forwarded to the CSE via a relevant interface. In keeping with the CORINAIR report structure, these factors are differentiated only by type of fuel, type of road (autobahn, rural road, city road) and, within the vehicle categories, by "without/with emissions-control equipment". The following emissions-control categories are differentiated: This model adopts a "bottom-up" (tier3) approach whereby mileage of the individual vehicle layers is multiplied by region-specific emission factors. For passenger cars and light duty vehicles, a “cold start surplus” is also added. The total consumption calculated on the basis of fuel type is compared with the consumption according to the Energy Balance. The emissions are then corrected with the aid of factors obtained from this comparison process. For petrol-powered vehicles, the evaporation emissions of VOC are calculated in keeping with the pollution-control technology used. From the emissions and fuel consumption for the various vehicle layers, aggregated, fuelbased emission factors (kg of emissions per TJ of fuel consumption) are derived, and then the emission factors are forwarded to the CSE via a relevant interface. In keeping with the CORINAIR report structure, these factors are differentiated only by type of fuel, type of road (autobahn, rural road, city road) and, within the vehicle categories, by "without/with emissions-control equipment". The following emissions-control categories are differentiated:
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 For calculation with TREMOD, extensive basic data from generally accessible statistics and special surveys were used, co-ordinated, and supplemented. An overview of the principal sources and key assumptions is given below. Detailed descriptions of the databases, including information on the sources used, and the calculation methods used in TREMOD, are provided in the aforementioned IFEU report. For calculation with TREMOD, extensive basic data from generally accessible statistics and special surveys were used, co-ordinated, and supplemented. An overview of the principal sources and key assumptions is given below. Detailed descriptions of the databases, including information on the sources used, and the calculation methods used in TREMOD, are provided in the aforementioned IFEU report.
  
-=== Activity Data ===+==== Activity Data ====
  
-The basis for CSE data collection for the road-transport sector consists of fuel consumption data provided by the Working Group on Energy Balances (AGEB). For each year, the sum of the activity rates for the various individual structural elements must correspond to the Energy Balance data, in terajoule. The relevant basic Energy Balance data is shown in the table below.+The basis for CSE data collection for the road-transport sector consists of fuel consumption data provided by the Working Group on Energy Balances (AGEB) [(AGEB2021)]. For each year, the sum of the activity rates for the various individual structural elements must correspond to the Energy Balance data, in terajoule. The relevant basic Energy Balance data is shown in the table below.
  
-__Table 1: Fuel consumption in German road transport, in terajoule__ +__Table 1: Fuel consumption in German road transport, in terajoules__ 
-|| ||= **Diesel oil** ||= **Gasoline** ||= **Biodiesel** ||= **Biogasoline** ||= **Biogas** ||= **Liquefied Petroleum Gas** ||= **Compressed Natural Gas** ||= **Liquefied Natural Gas** ||= **Petroleum** ||= **lubricant in 2-Stroke mix** ||= +        Gasoline  ^  Diesel oil   Biofuels  ^  CNG, LPG & LNG  ^  Petroleum   Lubricant  ^ 
-||~ 1990 ||> 735,920 ||> 1,330,479 ||> 0 ||> 0 ||> 0 ||> 138 ||> 0 ||> 0 ||> 0 ||> 2,660 ||>  +^  1990   1,330,479 |      735,920          0 |              138 |           0 |       2,495 
-||~ 1991 ||> 785,174 ||> 1,332,285 ||> 0 ||> 0 ||> 0 ||> 137 ||> 0 ||> 0 ||> 0 ||> 1,779 ||>  +^  1991   1,332,285 |      785,174          0 |              137 |           0 |       1,668 
-||~ 1992 ||> 853,502 ||> 1,344,129 ||> 0 ||> 0 ||> 0 ||> 229 ||> 0 ||> 0 ||> 0 ||> 1,355 ||>  +^  1992   1,344,129 |      853,502          0 |              229 |           0 |       1,275 
-||~ 1993 ||> 907,787 ||> 1,350,617 ||> 0 ||> 0 ||> 0 ||> 184 ||> 0 ||> 0 ||> 473 ||> 908 ||>  +^  1993   1,350,617 |      907,787          0 |              184 |         473 |         857 
-||~ 1994 ||> 932,060 ||> 1,276,637 ||> 0 ||> 0 ||> 0 ||> 184 ||> 0 ||> 0 ||> 559 ||> 611 ||>  +^  1994   1,276,637 |      932,060          0 |              184 |         559 |         586 
-||~ 1995 ||> 964,013 ||> 1,299,982 ||> 1,504 ||> 0 ||> 0 ||> 138 ||> 0 ||> 0 ||> 610 ||> 463 ||>  +^  1995   1,299,982 |      964,013      1,504 |              138 |         610 |         447 
-||~ 1996 ||> 964,580 ||> 1,299,879 ||> 2,046 ||> 0 ||> 0 ||> 115 ||> 0 ||> 0 ||> 638 ||> 376 ||>  +^  1996   1,299,879 |      964,580      2,046 |              115 |         638 |         365 
-||~ 1997 ||> 979,586 ||> 1,297,487 ||> 3,652 ||> 0 ||> 0 ||> 106 ||> 0 ||> 0 ||> 357 ||> 266 ||>  +^  1997   1,297,487 |      979,586      3,652 |              106 |         357 |         261 
-||~ 1998 ||> 1,022,794 ||> 1,300,463 ||> 4,081 ||> 0 ||> 0 ||> 106 ||> 0 ||> 0 ||> 637 ||> 204 ||>  +^  1998   1,300,463    1,022,794      4,081 |              106 |         637 |         202 
-||~ 1999 ||> 1,097,036 ||> 1,300,602 ||> 5,370 ||> 0 ||> 0 ||> 100 ||> 0 ||> 0 ||> 637 ||> 110 ||>  +^  1999   1,300,602    1,097,036      5,370 |              100 |         637 |         113 
-||~ 2000 ||> 1,108,105 ||> 1,237,055 ||> 12,276 ||> 0 ||> 0 ||> 94 ||> 0 ||> 0 ||> 414 ||> 77 ||>  +^  2000   1,237,055    1,108,105     12,276 |               94 |         414 |          81 
-||~ 2001 ||> 1,097,416 ||> 1,199,318 ||> 16,740 ||> 0 ||> 0 ||> 98 ||> 0 ||> 0 ||> 471 ||> 70 ||>  +^  2001   1,199,318    1,097,416     16,740 |               98 |         471 |          73 
-||~ 2002 ||> 1,105,842 ||> 1,166,381 ||> 20,460 ||> 0 ||> 0 ||> 607 ||> 0 ||> 0 ||> 472 ||> 73 ||>  +^  2002   1,166,381    1,105,842     20,460 |              607 |         472 |          75 
-||~ 2003 ||> 1,078,352 ||> 1,108,989 ||> 29,948 ||> 0 ||> 0 ||> 694 ||> 0 ||> 0 ||> 0 ||> 69 ||>  +^  2003   1,108,989    1,078,352     29,948 |              694 |           0 |          71 
-||~ 2004 ||> 1,110,931 ||> 1,072,720 ||> 38,806 ||> 1,144 ||> 0 ||> 1,887 ||> 0 ||> 0 ||> 0 ||> 71 ||>  +^  2004   1,072,720    1,110,931     40,042            1,887 |           0 |          73 
-||~ 2005 ||> 1,078,620 ||> 992,377 ||> 71,824 ||> 6,817 ||> 0 ||> 2,357 ||> 3,127 ||> 0 ||> 0 ||> 75 ||>  +^  2005     992,377    1,078,620 |     78,897            5,484           0 |          77 
-||~ 2006 ||> 1,082,042 ||> 930,834 ||> 130,165 ||> 13,418 ||> 0 ||> 4,605 ||> 4,446 ||> 0 ||> 0 ||> 74 ||>  +^  2006     930,834    1,082,042 |    143,881            9,051           0 |          76 
-||~ 2007 ||> 1,073,987 ||> 892,982 ||> 143,235 ||> 12,061 ||> 0 ||> 8,942 ||> 5,845 ||> 0 ||> 0 ||> 77 ||>  +^  2007     892,982    1,073,987 |    155,752           14,787           0 |          79 
-||~ 2008 ||> 1,102,623 ||> 854,002 ||> 109,393 ||> 16,328 ||> 0 ||> 15,652 ||> 7,144 ||> 0 ||> 0 ||> 78 ||>  +^  2008     854,002 |    1,102,624    126,181           22,796           0 |          80 
-||~ 2009 ||> 1,114,939 ||> 829,227 ||> 89,375 ||> 23,691 ||> 0 ||> 23,842 ||> 8,443 ||> 0 ||> 0 ||> 85 ||>  +^  2009     829,227    1,114,939 |    113,765           32,285           0 |          86 
-||~ 2010 ||> 1,168,063 ||> 791,416 ||> 88,886 ||> 30,577 ||> 0 ||> 21,823 ||> 8,768 ||> 0 ||> 0 ||> 80 ||>  +^  2010     791,416    1,168,063 |    120,129           30,591           0 |          81 
-||~ 2011 ||> 1,197,252 ||> 787,803 ||> 82,810 ||> 32,292 ||> 0 ||> 23,613 ||> 8,771 ||> 0 ||> 0 ||> 79 ||>  +^  2011     787,803    1,197,252 |    115,828           32,384           0 |          80 
-||~ 2012 ||> 1,223,718 ||> 742,000 ||> 85,683 ||> 32,882 ||> 1,267 ||> 23,532 ||> 8,869 ||> 37 ||> 0 ||> 75 ||>  +^  2012     742,000    1,223,718 |    120,513           32,438           0 |          76 
-||~ 2013 ||> 1,283,637 ||> 741,150 ||> 75,504 ||> 31,770 ||> 1,462 ||> 23,077 ||> 7,389 ||> 42 ||> 0 ||> 77 ||>  +^  2013     741,150    1,283,637 |    109,358           30,508           0 |          77 | 
-||~ 2014 ||> 1,296,828 ||> 744,661 ||> 79,014 ||> 32,383 ||> 1,883 ||> 21,464 ||> 7,472 ||> 47 ||> 0 ||> 78 ||>  +^  2014     744,661    1,296,828 |    113,957           28,983           0 |          77 
-||~ 2015 ||> 1,348,789 ||> 708,672 ||> 73,116 ||> 30,736 ||> 1,249 ||> 18,963 ||> 7,407 ||> 50 ||> 0 ||> 78 ||>  +^  2015     708,672    1,348,789 |    105,764           26,420           0 |          77 
-||~ 2016 ||> 1,393,481 ||> 709,179 ||> 73,337 ||> 30,804 ||> 1,375 ||> 16,799 ||> 5,848 ||> 58 ||> 0 ||> 78 ||>  +^  2016     709,179    1,393,481 |    106,054           22,705           0 |          77 
-||~ 2017 ||> 1,425,424 ||> 719,580 ||> 75,599 ||> 30,337 ||> 1,616 ||> 15,377 ||> 5,198 ||> 93 ||> 0 ||> 78 ||>  +^  2017     719,580    1,425,424 |    108,049           21,316           0          77 | 
-||~ 2018 ||> 1,377,158 ||> 692,694 ||> 79,488 ||> 31,146 ||> 1,443 ||> 13,570 ||> 6,172 ||> 165 ||> ||> 75 ||>  +^  2018     692,694    1,377,104    112,594           21,514           0 |          76 
-Source: Evaluation tables of the Energy Balances, "Mineralölzahlen" ("Petroleum Data") of the Association of the German Petroleum Industry (MWV) and "Amtliche Mineralöldaten" ("Official Petroleum Data", BAFA); lubricant in 2-Stroke mix: TREMOD+^  2019     699,835    1,390,837    111,781           21,147           0          76 | 
 +^  2020     629,926    1,241,557    135,073           22,708           0          78 |
  
-> For more information on the derivation of activity data and the emission factors appliedplease refer to the sub-ordinate chapters as well as [[[appendix2-2-road-transport | appendix 2.2]]].+Source: Evaluation tables of the Energy Balances"Mineralölzahlen" ("Petroleum Data") of the Association of the German Petroleum Industry (MWV) [(MWV2021)] and "Amtliche Mineralöldaten" ("Official Petroleum Data", BAFA); lubricant in 2-Stroke mix: TREMOD
  
-[!-- +For more information on the derivation of activity data and the emission factors appliedplease refer to the sub-ordinate chapters as well as Appendix 2.2.
- +
-+ __Emission trends in road transport__ +
- +
-Whereas emission trends for **nitrogen oxides** (NO,,x,,), **NMVOC**, and **carbon monoxide** (CO) depend on the coming into force of the diferent EURO regulationsongoing technical developments (engines, catalysts etc.) the trend chart for **sulphur dioxide** (SO,,2,,) shows a totally different charcteristics: Here, the strong dependence on increasing fuel qualities (sulphur content) leads to an cascaded downward trend, influenced only slightly by increases in fuel consumption and mileage- The **ammonia** emissions chart varies significantlyHere, the increasing use of catalytic converters in gasoline driven cars in the 1990s lead to a steep increase of ammonia emissions whereas both the technical development of the converters and the ongoing shift from gasoline to diesel cars result in decreasing emissions in the following years. +
- +
-[[gallery size="medium"]] +
-: 1A3b_EM_NH3.png  +
-: 1A3b_EM_NMVOC.png  +
-: 1A3b_EM_NOx.png   +
-: 1A3b_EM_SO2.png  +
-: 1A3b_EM_CO.png   +
-[[/gallery]] +
- +
-Emissions of **particulate matter** in road transport result from (i) fuel combustion and (ii) tyre and brake wear and road abrasion. +
-With implemetation of particle filter systems and the ongoing increase of annual mileage, today  +
- +
-[[gallery size="medium"]] +
-: 1A3b_EM_PM.png  +
-: 1A3b_EM_BC.png  +
-: 1A3b_EM_PM2.5.png  +
-: 1A3b_EM_PM10.png  +
-: 1A3b_EM_TSP.png +
-[[/gallery]] +
- +
---]+
  
 ===== Uncertainties =====  ===== Uncertainties ===== 
  
-Uncertainty estimates for **activity data** of mobile sources derive from research project FKZ 360 16 023: "Ermittlung der Unsicherheiten der mit den Modellen TREMOD und TREMOD-MM berechneten Luftschadstoffemissionen des landgebundenen Verkehrs in Deutschland" by (Knörr et al. (2009)) [((bibcite 2))].+Uncertainty estimates for **activity data** of mobile sources derive from research project FKZ 360 16 023: "Ermittlung der Unsicherheiten der mit den Modellen TREMOD und TREMOD-MM berechneten Luftschadstoffemissionen des landgebundenen Verkehrs in Deutschland" by (Knörr et al. (2009)) [(KNOERR2009)].
  
 Uncertainty estimates for **emission factors** for all 1.A.3.b sub-categories were compiled during the PAREST research project. Here, the final report has not yet been published. Uncertainty estimates for **emission factors** for all 1.A.3.b sub-categories were compiled during the PAREST research project. Here, the final report has not yet been published.
Line 111: Line 81:
 ===== Recalculations ===== ===== Recalculations =====
  
-Due to the revision of the underlying TREMOD model adapting the new version of the Handbook Emission Factors for Road Transport (HBEFA) now available in version 4.1, all country-specific emission factors have been revised fundamentally for the entire time series as of 1990. For more details please refer to chapter [[[1-a-3-b-i-iv-emissions-from-fuel-combustion-in-rt | 1.A.3.b i-iv - Emissions from Fuel Combustion in Road Vehicles ]]] of this report.+<WRAP center round info 60%> 
 +Basically, recalculations result from a) the revision of the National Energy Balance (for most recent years) and b) routine revsisions of the underlying TREMOD model (recent years or entire time series, depending on outline of revision). 
 +  
 +For more details please refer to the related sub-chapters as linked above.
  
- +</WRAP>
-In addition, for emissions from tyre and brake wear and road abrasion, the emission factors applied for heavy metals and POPs have been adapted to the 2019 version of the EMEP/EEA Guidebook. For more details please refer to chapter [[[1-a-3-b-vi-vii-emissions-from-wear-and-abrasion | 1.A.3.b vi-vii - Road Transport: Automobile Tyre and Brake Wear and Road Abrasion]]] of this report.+
  
 ===== Planned improvements ===== ===== Planned improvements =====
Line 120: Line 92:
 Besides the routine revision of the TREMOD model, no specific improvements are planned. Besides the routine revision of the TREMOD model, no specific improvements are planned.
  
------- +[(KNOERR2021a> Knörr et al. (2021a): Knörr, W., Heidt, C., Gores, S., & Bergk, F.: Fortschreibung des Daten- und Rechenmodells: Energieverbrauch und Schadstoffemissionen des motorisierten Verkehrs in Deutschland 1960-2035, sowie TREMOD, im Auftrag des Umweltbundesamtes, Heidelberg [u.a.]: Ifeu Institut für Energie- und Umweltforschung Heidelberg GmbH, Heidelberg & Berlin, 2021. )] 
- +[(AGEB2021> AGEB (2021): Working Group on Energy Balances (Arbeitsgemeinschaft Energiebilanzen (Hrsg.), AGEB): Energiebilanz für die Bundesrepublik Deutschland; URL: https://ag-energiebilanzen.de/7-0-Bilanzen-1990-2019.html, Köln & Berlin, 2021.)] 
-[[bibliography]] +[(MWV2021> MWV (2021)Association of the German Petroleum Industry (Mineralölwirtschaftsverband, MWV)Annual Report 2018, page 65, Table 'Sektoraler Verbrauch von Dieselkraftstoff 2012-2019'; URL: https://www.mwv.de/wp-content/uploads/2020/09/MWV_Mineraloelwirtschaftsverband-e.V.-Jahresbericht-2020-Webversion.pdf, Berlin, 2021.)] 
-: 1: Knörr et al. (2019a): Knörr, W., Heidt, C., Gores, S., & Bergk, F.: Fortschreibung des Daten- und Rechenmodells: Energieverbrauch und Schadstoffemissionen des motorisierten Verkehrs in Deutschland 1960-2035, sowie TREMOD, im Auftrag des Umweltbundesamtes, Heidelberg [u.a.]: Ifeu Institut für Energie- und Umweltforschung Heidelberg GmbH, Heidelberg & Berlin, 2019. +[(KNOERR2009> Knörr et al. (2009): Knörr, W., Heldstab, J., & Kasser, F.: Ermittlung der Unsicherheiten der mit den Modellen TREMOD und TREMOD-MM berechneten Luftschadstoffemissionen des landgebundenen Verkehrs in Deutschland; final report; URL: https://www.umweltbundesamt.de/sites/default/files/medien/461/publikationen/3937.pdf, FKZ 360 16 023, Heidelberg & Zürich, 2009.)]
-: Knörr et al. (2009): Knörr, W., Heldstab, J., & Kasser, F.: Ermittlung der Unsicherheiten der mit den Modellen TREMOD und TREMOD-MM berechneten Luftschadstoffemissionen des landgebundenen Verkehrs in Deutschland; final report; URL: https://www.umweltbundesamt.de/sites/default/files/medien/461/publikationen/3937.pdf, FKZ 360 16 023, Heidelberg & Zürich, 2009. +
-[[/bibliography]]+