1.A.4.c ii (a) - Off-road Vehicles and other Machinery: Agriculture

Short description

Under sub-category 1.A.4.c ii (a) fuel combustion activities and resulting emissions from agricultural off-road vehicles and mobile machinery are reported.

NFR-Code Source category Method AD EF Key Category Analysis
1.A.4.c ii (a) Off-road Vehicles and Other Machinery: Agriculture T1, T2 NS, M CS, D, M see superordinate chapter

Methodology

Activity data

Subsector-specific consumption data is included in the primary fuel-delivery data are available from NEB line 67: 'Commercial, trade, services and other consumers' (AGEB, 2020) 1).

Table 1: Sources for primary fuel-delivery data

through 1994 AGEB - National Energy Balance, line 79: 'Haushalte und Kleinverbraucher insgesamt'
as of 1995 AGEB - National Energy Balance, line 67: 'Gewerbe, Handel, Dienstleistungen u. übrige Verbraucher'

Following the deduction of energy inputs for military vehicles as provided in (BAFA, 2020) 2), the remaining amounts of gasoline and diesel oil are apportioned onto off-road construction vehicles (NFR 1.A.2.g vii) and off-road vehicles in commercial/institutional use (1.A.4. ii) as well as agriculture and forestry (NFR 1.A.4.c ii) based upon annual shares derived from TREMOD-MM (Knörr et al. (2020b) 3) (cf. NFR 1.A.4 - mobile).

Table 2: Annual contribution of agricultural vehicles and mobile machinery to the primary diesel1 fuels delivery data provided in NEB line 67

1990 1995 2000 2005 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019
47,6% 45,6% 43,9% 46,2% 47,5% 47,2% 47,3% 48,0% 47,8% 48,3% 48,5% 48,5% 48,4% 48,4%

1 no gasoline used in agricultural vehicles and mobile machinery

Table 3: Annual mobile fuel consumption in agriculture, in terajoules

1990 1995 2000 2005 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019
Diesel Oil 53.263 44.622 41.696 37.942 42.024 42.864 42.137 44.531 46.259 48.905 51.027 52.561 49.009 49.591
Biodiesel 0 0 0 2.424 3.222 2.991 2.974 2.641 2.843 2.675 2.705 2.806 2.849 2.824
Ʃ 1.A.4.c ii (i) 53.263 44.622 41.696 40.366 45.246 45.855 45.111 47.172 49.102 51.580 53.732 55.367 51.858 52.415

Emission factors

The emission factors applied here are of rather different quality: For all main pollutants, carbon monoxide and particulate matter, annual IEF modelled within TREMOD MM 4) are used, representing the sector's vehicle-fleet composition, the development of mitigation technologies and the effect of fuel-quality legislation.

Table 3: Annual country-specific emission factors1, in kg/TJ

1990 1995 2000 2005 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019
NH3 0,153 0,156 0,159 0,162 0,163 0,164 0,164 0,164 0,164 0,164 0,164 0,164 0,165 0,165
NMVOC 258 232 205 165 124 118 112 106 100 93,8 88,6 83,8 79,1 74,8
NOx 874 886 916 832 682 655 629 605 581 560 541 523 506 490
SOx 79,6 60,5 14,0 0,37 0,37 0,37 0,37 0,37 0,37 0,37 0,37 0,37 0,37 0,37
BC3 125,1 109,4 93,1 74,7 57,4 54,8 52,4 50,1 47,4 44,8 42,2 39,8 37,5 35,3
PM2 229 201 171 134 97,1 91,5 86,2 81,5 76,3 71,4 66,9 62,7 58,6 54,9
CO 882 834 779 674 555 536 518 502 484 468 453 441 428 416

1 due to lack of better information: similar EF are applied for fossil and biofuels
2 EF(PM2.5) also applied for PM10 and TSP (assumption: > 99% of TSP consists of PM2.5)
3 estimated via a f-BCs as provided in 5), Chapter 1.A.2.g vii, 1.A.4.a ii, b ii, c ii, 1.A.5.b i - Non-road, note to Table 3-1: Tier 1 emission factors for off-road machinery

NOTE: With respect to the country-specific emission factors applied for particulate matter, given the circumstances during test-bench measurements, condensables are most likely included at least partly. During test-bench measurements, temperatures are likely to be significantly higher than under real-world conditions, thus reducing condensation. On the contrary, smaller dillution (higher number of primary particles acting as condensation germs) together with higher pressures increase the likeliness of condensation. So over-all condensables are very likely to occur but different to real-world conditions.
For information on the emission factors for heavy-metal and POP exhaust emissions, please refer to Appendix 2.3 - Heavy Metal (HM) exhaust emissions from mobile sources and Appendix 2.4 - Persistent Organic Pollutant (POP) exhaust emissions from mobile sources.

Recalculations

Revisions in activity data result from slightly adapted EBZ67 shares as well as the implementation of primary activity data from the now finalised NEB 2019.

Table 5: Revised annual contribution of 1.A.2.g vii to fuel-specific over-all fuel deliveries provided in NEB line 67

1990 1995 2000 2005 2010 2011 2012 2013 2014 2015 2016 2017 2018
Submission 2021 0,476 0,456 0,439 0,462 0,475 0,472 0,473 0,480 0,478 0,483 0,485 0,485 0,484
Submission 2020 0,484 0,467 0,468 0,501 0,509 0,506 0,506 0,505 0,503 0,507 0,510 0,511 0,512
absolute change -0,008 -0,011 -0,030 -0,038 -0,034 -0,034 -0,033 -0,024 -0,025 -0,025 -0,025 -0,025 -0,028
relative change -1,62% -2,30% -6,33% -7,66% -6,75% -6,65% -6,47% -4,80% -4,98% -4,87% -5,00% -4,97% -5,52%

Table 6: Resulting revised activity data, in terajoules

1990 1995 2000 2005 2010 2011 2012 2013 2014 2015 2016 2017 2018
Submission 2021 53.263 44.622 41.696 40.366 45.246 45.855 45.111 47.172 49.102 51.580 53.732 55.367 51.858
Submission 2020 54.142 45.674 44.513 41.905 47.980 48.928 47.989 49.482 51.634 54.190 56.531 58.245 54.553
absolute change -878 -1.053 -2.817 -1.538 -2.734 -3.073 -2.878 -2.311 -2.533 -2.610 -2.799 -2.878 -2.695
relative change -1,62% -2,30% -6,33% -3,67% -5,70% -6,28% -6,00% -4,67% -4,91% -4,82% -4,95% -4,94% -4,94%

In addition, several emission factors have been revised within TREMOD MM.

Table 7: Revised annual implied emission factors (IEF), in [kg/TJ

1990 1995 2000 2005 2010 2011 2012 2013 2014 2015 2016 2017 2018
Ammonia
Submission 2021 0,153 0,156 0,159 0,162 0,163 0,164 0,164 0,164 0,164 0,164 0,164 0,164 0,165
Submission 2020 0,152 0,155 0,158 0,160 0,163 0,163 0,163 0,163 0,164 0,164 0,164 0,164 0,164
absolute change 0,00 0,00 0,00 0,00 0,00 0,00 0,00 0,00 0,00 0,00 0,00 0,00 0,00
relative change 0,35% 0,62% 0,88% 1,05% 0,56% 0,50% 0,43% 0,34% 0,29% 0,24% 0,19% 0,17% 0,13%
NMVOC
Submission 2021 258 232 205 165 124 118 112 106 100 94 89 84 79
Submission 2020 261 237 216 182 139 132 126 119 112 105 99 93 88
absolute change -3,31 -5,53 -10,80 -16,58 -14,89 -14,78 -14,31 -12,68 -11,94 -11,11 -10,10 -9,52 -8,94
relative change -1,27% -2,33% -5,01% -9,13% -10,72% -11,16% -11,37% -10,69% -10,70% -10,58% -10,23% -10,20% -10,15%
Nitrogen oxides
Submission 2021 874 886 916 832 682 655 629 605 581 560 541 523 506
Submission 2020 869 887 917 846 713 686 660 632 604 575 544 514 487
absolute change 4,90 -1,57 -1,06 -14,27 -31,05 -31,00 -30,70 -26,64 -22,57 -14,33 -2,54 8,58 18,80
relative change 0,56% -0,18% -0,12% -1,69% -4,35% -4,52% -4,65% -4,21% -3,74% -2,49% -0,47% 1,67% 3,86%
Black Carbon
Submission 2021 125,1 109,4 93,1 74,7 57,4 54,8 52,4 50,1 47,4 44,8 42,2 39,8 37,5
Submission 2020 129,7 114,9 100,5 84,6 63,9 61,3 58,6 55,6 52,4 49,3 46,3 43,8 41,2
absolute change -4,68 -5,54 -7,40 -9,84 -6,50 -6,57 -6,28 -5,50 -5,01 -4,52 -4,10 -3,93 -3,73
relative change -3,61% -4,82% -7,36% -11,63% -10,17% -10,71% -10,71% -9,89% -9,55% -9,17% -8,86% -8,99% -9,06%
Particulate Matter (PM)
Submission 2021 229 201 171 134 97,1 91,5 86,2 81,5 76,3 71,4 66,9 62,7 58,6
Submission 2020 238 211 184 152 110 105,0 99,4 93,4 87,5 81,8 76,5 72,0 67,5
absolute change -8,46 -9,99 -13,49 -18,45 -13,39 -13,58 -13,21 -11,92 -11,17 -10,40 -9,64 -9,31 -8,90
relative change -3,56% -4,74% -7,32% -12,14% -12,12% -12,93% -13,29% -12,76% -12,77% -12,70% -12,59% -12,94% -13,18%
Carbon monoxide
Submission 2021 882 834 779 674 555 536 518 502 484 468 453 441 428
Submission 2020 896 853 813 723 603 584 564 543 522 504 486 471 457
absolute change -14,42 -19,03 -33,83 -48,66 -48,03 -47,51 -46,06 -40,75 -38,52 -36,09 -32,91 -30,70 -28,62
relative change -1,61% -2,23% -4,16% -6,73% -7,96% -8,14% -8,16% -7,51% -7,37% -7,17% -6,77% -6,51% -6,27%

For more information on recalculated emission estimates reported for Base Year and 2018, please see the pollutant-specific recalculation tables following chapter 8.1 - Recalculations.

Planned improvements

Besides a routine revision of the underlying model, no specific improvements are planned.


1) AGEB, 2020: Working Group on Energy Balances (Arbeitsgemeinschaft Energiebilanzen (Hrsg.), AGEB): Energiebilanz für die Bundesrepublik Deutschland; URL: http://www.ag-energiebilanzen.de/7-0-Bilanzen-1990-2018.html, (Aufruf: 29.11.2020), Köln & Berlin, 2020.
2) BAFA, 2020: Federal Office of Economics and Export Control (Bundesamt für Wirtschaft und Ausfuhrkontrolle, BAFA): Amtliche Mineralöldaten für die Bundesrepublik Deutschland; URL: https://www.bafa.de/SharedDocs/Downloads/DE/Energie/Mineraloel/moel_amtliche_daten_2018_dezember.html, Eschborn, 2020.
3), 4) Knörr et al. (2020b): Knörr, W., Heidt, C., Gores, S., & Bergk, F.: ifeu Institute for Energy and Environmental Research (Institut für Energie- und Umweltforschung Heidelberg gGmbH, ifeu): Aktualisierung des Modells TREMOD-Mobile Machinery (TREMOD MM) 2020, Heidelberg, 2020.
5) EMEP/EEA, 2019: EMEP/EEA air pollutant emission inventory guidebook – 2019, Copenhagen, 2019.