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sector:energy:fuel_combustion:transport:railways:start [2021/04/10 09:40] – [Table] kotzullasector:energy:fuel_combustion:transport:railways:start [2022/03/22 12:07] (current) – [Recalculations] kotzulla
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 In category //1.A.3.c - Railways//, emissions from fuel combustion in German railways and from the related abrasion and wear of contact line, braking systems and tyres on rails are reported.  In category //1.A.3.c - Railways//, emissions from fuel combustion in German railways and from the related abrasion and wear of contact line, braking systems and tyres on rails are reported. 
  
-^ Category Code  ^  Method                                ||||^  AD                                ||||^  EF                                  ||||| +^ Category Code  ^  Method                                                                           ||||^  AD                                           ||||^  EF                                     ||||| 
-| 1.A.3.c         |  T1, T2                                    |||||  NS, M                                 |||||  CS, D, M                                  ||||| +| 1.A.3.c        |  T1, T2                                                                           |||||  NS, M                                        |||||  CS, D, M                               ||||| 
-^  Key Category   SO<sub>2</sub>     ^  NO<sub>x</sub>  ^  NH<sub>3</sub>  ^  NMVOC  ^  CO   ^  BC   ^  Pb   ^  Hg   ^  Cd    Diox  ^  PAH  ^  HCB  ^  TSP  ^  PM<sub>10</sub>  ^  PM<sub>2.5</sub> +^                ^  NO<sub>x</sub>  ^  NMVOC   SO<sub>2</sub>  ^  NH<sub>3</sub>  ^  PM<sub>2.5</sub>  ^  PM<sub>10</sub>  ^  TSP  ^  BC   ^  CO   ^  PB   ^  Cd         Hg   ^  Diox  ^  PAH  ^  HCB  ^ 
-| 1.A.3.c         |  -/-        |  -/T  |  -/-  |  -/-    |  -/-  |  -/-  |  -/-  |  -/-  |  -/-  |  -/-   |  -/-  |  -    |  L/-  |  L/-   |  L/-    |+| Key Category:   -/T             |  -/-    |  -/-             |  -/-             |  L/-               |  L/-              |  L/-  |  -/-  |  -/-  |  -/-  |  -/-       |  -/-  |  -/-   |  -/-  |  -/-  |
  
 {{page>general:Misc:LegendEIT:start}}  {{page>general:Misc:LegendEIT:start}} 
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 === Activity Data === === Activity Data ===
  
-Basically, total inland deliveries of //diesel oil// are available from the National Energy Balances (NEBs) (AGEB, 2020) [(AGEB2020)]. This data is based upon sales data of the Association of the German Petroleum Industry (MWV) [(MWV2020)]. As a recent revision of MWV data on diesel oil sales for the years 2005 to 2009 has not yet been adopted to the respective NEBs, this original MWV data has been used for this five years. +Basically, total inland deliveries of //diesel oil// are available from the National Energy Balances (NEBs) (AGEB, 2021) [(AGEB2021)]. This data is based upon sales data of the Association of the German Petroleum Industry (MWV) [(MWV2021)]. As a recent revision of MWV data on diesel oil sales for the years 2005 to 2009 has not yet been adopted to the respective NEBs, this original MWV data has been used for this five years. 
  
 Data on the consumption of biodiesel in railways is provided in the NEBs as well, from 2004 onward. But as the NEBs do not provide a solid time series regarding most recent years, the data used for the inventory is estimated based on the prescribed shares of biodiesel to be added to diesel oil.  Data on the consumption of biodiesel in railways is provided in the NEBs as well, from 2004 onward. But as the NEBs do not provide a solid time series regarding most recent years, the data used for the inventory is estimated based on the prescribed shares of biodiesel to be added to diesel oil. 
  
-Small quantities of //solid fuels// are used for historical steam engines vehicles operated mostly for tourism and exhibition purposes. Official fuel delivery data are available for lignite, through 2002, and for hard coal, through 2000, from the NEBs. In order to complete these time series, a study was carried out in 2012 by HedelR., and Kunze, J. (2012) [(HEDEL2012)]. During this study, questionaires were provided to any known operator of historical steam engines in Germany. Here, due to limited data archiving, nearly complete data could only be gained for years as of 2005. For earlier years, in order to achieve a solid time series, conservative gap filling was applied.  +Small quantities of //solid fuels// are used for historical steam engines vehicles operated mostly for tourism and exhibition purposes. Official fuel delivery data are available for lignite, through 2002, and for hard coal, through 2000, from the NEBs. In order to complete these time series, studies were carried out in 2012 [(HEDEL2012)]2016 [(ILLICHMANN2016)] and 2021 [(HASENBALG2021)]. During these studies, questionaires were provided to any known operator of historical steam engines in Germany. Here, due to limited data archiving, nearly complete data could only be gained for years as of 2005. For earlier years, in order to achieve a solid time series, conservative gap filling was applied. 
-A follow-up study to gain original cosumption data for 2015 was carried out in 2016 by Illichmann, S. (2016) [(ILLICHMANN2016)].+
  
 __Table 1: Overview of activity-data sources for domestic fuel sales to railway operators__ __Table 1: Overview of activity-data sources for domestic fuel sales to railway operators__
-**Activity** **data source / quality of activity data** +^ Activity ^ data source / quality of activity data ^ 
-**combustion of:** ||+| combustion of: ||
 | Diesel oil | 1990-2004: NEB lines 74 and 61: 'Schienenverkehr' / 2005-2009: MWV annual report, table: 'Sektoraler Verbrauch von Dieselkraftstoff'  / from 2010: NEB line 61 |  | Diesel oil | 1990-2004: NEB lines 74 and 61: 'Schienenverkehr' / 2005-2009: MWV annual report, table: 'Sektoraler Verbrauch von Dieselkraftstoff'  / from 2010: NEB line 61 | 
 | Biodiesel | calculated from official blending rates |  | Biodiesel | calculated from official blending rates | 
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 __Table 2: Annual fuel consumption in German railways, in terajoules__ __Table 2: Annual fuel consumption in German railways, in terajoules__
-|                          **1990**  |  **1995**  |  **2000**  |  **2005**   **2010**  |  **2011**  |  **2012**  |  **2013**  |  **2014**  |  **2015**  |  **2016**  |  **2017**  |  **2018**  |  **2019**  | +|                          1990   ^  1995   ^  2000   ^  2005   ^  2006    2007    2008    2009    2010   ^  2011   ^  2012   ^  2013   ^  2014   ^  2015   ^  2016   ^  2017   ^  2018   ^  2019   ^  2020   ^ 
-| **Diesel Oil**          |     38,458 |     31,054 |     25,410 |     18,142 |     14,626 |     14,730 |     13,514 |     13,771 |     12,283 |     13,321 |     13,775 |     11,344 |      9,425 |      9,531 +| **Diesel Oil**          |  38,458 |  31,054 |  25,410 |  18,142 |  17,101 |  16,730 |  16,389 |  14,336 |  14,626 |  14,730 |  13,514 |  13,771 |  12,283 |  13,321 |  13,775 |  11,344 |   9,425 |  10,747 |  10,145 
-| **Biodiesel**                    0 |          0 |          0 |        401 |        957 |        974 |        890 |        804 |        751 |        727 |        729 |        606 |        548 |        543 +| **Biodiesel**                 0 |       0 |       0 |     401 |     503 |     754 |     817 |     996 |     957 |     974 |     890 |     804 |     751 |     727 |     729 |     606 |     548 |     612 |     843 
-^ Liquids TOTAL               38,458 ^     31,054 ^     25,410 ^     18,543 ^     15,583 ^     15,704 ^     14,404 ^     14,575 ^     13,034 ^     14,048 ^     14,504 ^     11,950 ^      9,973 ^     10,074 +^ Liquids TOTAL            38,458 ^  31,054 ^  25,410 ^  18,543 ^  17,604 ^  17,484 ^  17,206 ^  15,333 ^  15,583 ^  15,704 ^  14,404 ^  14,575 ^  13,034 ^  14,048 ^  14,504 ^  11,950 ^   9,973 ^  11,359 ^  10,988 
-| **Lignite Briquettes**          0 |          0 |          0 |          0 |          0 |          0 |          0 |          0 |          0 |          0 |          0 |          0 |          0 |          0 | +| **Lignite Briquettes**       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 |       0 | 
-| **Raw Lignite**                          86 |          1 |                                                                                                    +| **Raw Lignite**             200      86 |    1.33    0.79    0.71    0.71    0.71    0.71    0.79    0.76    0.74    0.71    0.68    0.66 |    0.63 |    0.46 |    0.46 |    0.43 |    0.22 
-| **Hard Coal**                  576 |        250        250        255        314        345        357        352        341        339        340        340        340        340 +| **Hard Coal**               576 |     232     223     267     275     266     312     333     324     362     374     368     358     351 |     361 |     367 |     365 |     362 |     306 
-| **Hard Coal Coke**      |                          431 |                                                                                                    0 | +| **Hard Coal Coke**      |   2,000   1.309     431 |    14.6   13.16   11.70   10.24    8.78    7.32    5.86    4.40    2.94    1.48    0.02 |    1.19 |    1.21 |    1.20 |    1.20 |    1.12 
-^ Solids TOTAL            ^        576        336        682        256        315        346        357        353 ^        342 ^        340        341        341        341        341 +^ Solids TOTAL            ^   2,776   1,627     655     283     289     278     323     342 ^     332     368     379     372     360 ^     352 ^     363 ^     368 ^     367 ^     363 ^     308 
-^ Ʃ 1.A.3.c                   39,034     62,444     51,502     37,342     31,481     31,755     29,165     29,503     26,411     28,436     29,348     24,240     20,286     20,488 ^+^ Ʃ 1.A.3.c                41,234  32,681  26,065  18,826  17,893  17,762  17,529  15,675  15,915  16,073  14,783  14,947  13,395  14,400 ^  14,867 ^  12,318 ^  10,340 ^  11,722 ^  11,295 ^
  
 The use of other fuels – such as vegetable oils or gas – in private narrow-gauge railway vehicles has not been included to date and may still be considered negligible.  The use of other fuels – such as vegetable oils or gas – in private narrow-gauge railway vehicles has not been included to date and may still be considered negligible. 
          
 __Table 3: Annual transport performance, in Mio tkm (ton-kilometers)__ __Table 3: Annual transport performance, in Mio tkm (ton-kilometers)__
-|                         **1990**  |  **1995**  |  **2000**  |  **2005**   **2010**   **2011**  |  **2012**  |  **2013**  |  **2014**  |  **2015**  |  **2016**  |  **2017**  |  **2018**  | **2019**  | +|                         1990     1995     2000     2005     2006    ^  2007    ^  2008    ^  2009    ^  2010    ^  2011     2012     2013     2014     2015     2016     2017     2018     2019     2020    ^ 
-| **Electric Traction**     361,515    337,853    361,633    356,605    344,546    342,701    350,085    335,298    331,235    323,387    295,798    296,280    288,336 |   281,130 +| **Diesel Traction**      98,812   58,805   37,237   26,540   25,570   22,664   31,750   27,734   26,702   27,403   26,791   23,768   23,734 |   21,397 |   21,484 |   21,365 |   19,580 |   18,058 |   16,917 
-| **Diesel Traction**        98,812     58,805     37,237     26,540     26,702     27,403     26,791     23,768     23,734     21,397     21,484     21,365     19,580    18,058 +| **Electric Traction**   361,515  337,853  361,633  356,605  375,707  379,554  377,767  336,581  344,546  342,701  350,085  335,298  331,235  323,387 |  295,798 |  296,280 |  288,336 |  281,130 |  262,268 
-^ Ʃ 1.A.3.c              ^    460,326 ^    396,658 ^    398,870 ^    383,145 ^    371,248 ^    370,104 ^    376,876 ^    359,065 ^    354,970 ^    344,785 ^    317,282 ^    317,645 ^    307,916 ^   299,188 ^+^ Ʃ 1.A.3.c              ^  460,326 ^  396,658 ^  398,870 ^  383,145 ^  401,277 ^  402,217 ^  409,516 ^  364,314 ^  371,248 ^  370,104 ^  376,876 ^  359,065 ^  354,970 ^  344,785 ^  317,282 ^  317,645 ^  307,916 ^  299,188 ^  279,184 ^
  
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_ad_liquid.png?700 }} +{{:sector:energy:fuel_combustion:transport:railways:1a3c_ad_liquid.png?700|Annual energy input from liquid fuels }} 
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_ad_solid.png?700 }}+{{:sector:energy:fuel_combustion:transport:railways:1a3c_ad_solid.png?700|Annual energy input from solid fuels }}
  
-Regarding particulate-matter and heavy-metal emissions from **abrasion and wear of contact line, braking systems, tyres on rails**, annual transport performances of railway vehicles with electrical and Diesel traction derived from Knörr et al. (2020a) [(KNOERR2020a)] are applied as activity data. +Regarding particulate-matter and heavy-metal emissions from **abrasion and wear of contact line, braking systems, tyres on rails**, annual transport performances of railway vehicles with electrical and Diesel traction derived from Knörr et al. (2021a) [(KNOERR2021a)] are applied as activity data. 
  
 ==== Emission factors ==== ==== Emission factors ====
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 __Table 3: Annual country-specific emission factors for diesel fuels<sup>1</sup>, in kg/TJ__ __Table 3: Annual country-specific emission factors for diesel fuels<sup>1</sup>, in kg/TJ__
-                  |  **1990**   **1995**   **2000**   **2005**   **2010**   **2011**   **2012**   **2013**   **2014**   **2015**   **2016**   **2017**   **2018**  | **2019**  | +                ^  1990   1995   2000   2005   2010   2011   2012   2013   2014   2015   2016   2017   2018  2019  ^ 2020  ^ 
-^ NH<sub>3</sub>          0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |       0.54 |      0.54 | +^ NH<sub>3</sub>    0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |   0.54 |  0.54 |  0.54 | 
-^ NMVOC                    109 |        100 |       90.2 |       64.8 |       52.0 |       54.      44.      41.9 |       41.2 |       38.5 |       38.2 |       37.2 |       35.2 |      35.+^ NMVOC              109 |    100 |   90.2 |   64.8 |   52.0 |   54.  44.  41.9 |   41.2 |   38.5 |   38.2 |   37.2 |   35.2 |  34.2 |  35.
-^ NO<sub>x</sub>         1,170 |      1,207 |      1,225 |      1,111 |        970 |        990        919 |        899 |        886        826 |        801 |        775 |        747 |       724 +^ NO<sub>x</sub>   1,170 |  1,207 |  1,225 |  1,111 |    970 |    989    919 |    899 |    887    826 |    801 |    775 |    747 |   699 |   737 
-^ SO<sub>x</sub>    |        191 |       60.5 |       14.1 |       0.32 |       0.32 |       0.32 |       0.32 |       0.32 |       0.33 |       0.32 |       0.33 |       0.33 |       0.33 |      0.33 | +^ SO<sub>x</sub>     196   60.5 |   14.1 |   0.32 |   0.32 |   0.32 |   0.32 |   0.32 |   0.33 |   0.32 |   0.33 |   0.33 |   0.33 |  0.33 |  0.33 | 
-^ BC<sup>3</sup>          28.8 |       28.      23.      15.      11.5 |       12.0 |       10.4 |        9.5 |        9.       8.       8.       8.       7.      7.+^ BC<sup>3</sup>    28.8 |   28.  24.  16.  11.4 |   11.5 |   12.0 |   10.4 |    9.5 |   9.29   8.65   8.48   8.05  7.60  7.18 
-^ PM<sub>2.5</sub>        44.4 |       43.6 |       36.6 |       23.4 |       17.7 |       18.5 |       16.0 |       14.6 |       14.3 |       13.3 |       13.1 |       12.4 |       11.7 |      11.2 | +^ PM                44.4 |   43.6 |   36.6 |   23.4 |   17.7 |   18.4 |   16.0 |   14.6 |   14.3 |   13.3 |   13.1 |   12.4 |   11.7 |  11.0 |  11.
-^ PM<sub>10</sub>   |       44.4 |       43.6 |       36.6 |       23.4 |       17.7 |       18.5 |       16.0 |       14.6 |       14.3 |       13.3 |       13.1 |       12.4 |       11.7 |      11.2 | +^ CO                 287 |    292 |    255 |    162 |    121 |    121 |    105 |    101 |   98.  94.  93.3 |   92.6 |   88.5 |  87.0 |  87.2 |
-^ TSP<sup>2</sup>         44.4 |       43.6 |       36.6 |       23.4 |       17.7 |       18.5 |       16.0 |       14.6 |       14.3 |       13.3 |       13.1 |       12.4 |       11.7 |      11.2 +
-^ CO                       287 |        292 |        255 |        162 |        121 |        121 |        105 |        101 |       98.      94.      93.3 |       92.6 |       88.5 |      88.2 |+
 <sup>1</sup> due to lack of better information: similar EF are applied for fossil diesel oil and biodiesel \\ <sup>1</sup> due to lack of better information: similar EF are applied for fossil diesel oil and biodiesel \\
 <sup>2</sup> EF(PM<sub>2.5</sub>) also applied for PM<sub>10</sub> and TSP (assumption: >99% of TSP consists of PM<sub>2.5</sub>)\\ <sup>2</sup> EF(PM<sub>2.5</sub>) also applied for PM<sub>10</sub> and TSP (assumption: >99% of TSP consists of PM<sub>2.5</sub>)\\
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 __Table 4: Emission factors applied for solid fuels, in kg/TJ__ __Table 4: Emission factors applied for solid fuels, in kg/TJ__
-^                     ^  **NH<sub>3</sub>**  ^  **NMVOC**  ^  **NO<sub>x</sub>**  ^  **SO<sub>x</sub>**  ^  **PM<sub>2.5</sub>**  ^  **PM<sub>10</sub>**  ^  **TSP**  ^  **BC**  ^  **CO**  +^                      NH<sub>3</sub>  ^  NMVOC  ^  NO<sub>x</sub>  ^  SO<sub>x</sub>  ^  PM<sub>2.5</sub>  ^  PM<sub>10</sub>  ^  TSP  ^  BC   ^  CO    
-| **Hard coal**                       4.00 |        15.0 |           120 |           650 |             222 |            250 |       278 |     14.2 |      500 | +| **Hard coal**                   4.00 |    15.0 |              120 |              650 |                222 |               250 |   278 |  14.2 |    500 | 
-| **Hard coal coke**                 4.00 |        0.50 |           120 |           500 |            15.0 |           15.0 |      15.0 |     0.96 |    1,000 |+| **Hard coal coke**             4.00 |    0.50 |              120 |              500 |               15.0 |              15.0 |  15.0 |  0.96 |  1,000 |
  
-__Table 4: Country-specific emission factors for abrasive emissions, in g/km__ +__Table 5: Country-specific emission factors for abrasive emissions, in g/km__ 
-^                                 ^  **PM<sub>2.5</sub>**  ^  **PM<sub>10</sub>**  ^  **TSP**  ^  **BC**  ^  **Pb**  ^  **Cd**  ^  **Hg**  ^  **As**  ^  **Cr**  ^  **Cu**  ^  **Ni**  ^  **Se**  ^  **Zn**  ^ +^                                  PM<sub>2.5</sub>  ^  PM<sub>10</sub>  ^  TSP     ^  BC  ^  Pb  ^  Cd  ^  Hg  ^  As  ^  Cr      ^  Cu      ^  Ni      ^  Se  ^  Zn  ^ 
-^ Contact line <sup>1</sup>                      0.00016 |               0.00032 |   0.00032 |  NA      |  NA      |  NA      |  NA      |  NA      |  NA      |  0.00033 |  NA      |  NA      |  NA      +^ Contact line <sup>1</sup>                  0.00016 |           0.00032 |  0.00032 |  NA  |  NA  |  NA  |  NA  |  NA  |  NA      |  0.00033 |  NA      |  NA  |  NA  
-^ Tyres on rails <sup>2</sup>                      0.009 |                 0.018 |     0.018 |  NA      |  NA                                                                                      ||||||||| +^ Tyres on rails <sup>2</sup>                  0.009 |             0.018 |    0.018 |  NA  |  NA                                                              ||||||||| 
-^ Braking system <sup>3</sup>                      0.004 |                 0.008 |     0.008 |  NA      |  NA      |  NA      |  NA      |  NA      |  0.00008 |  NA      |  0.00016 |  NA      |  NA      +^ Braking system <sup>3</sup>                  0.004 |             0.008 |    0.008 |  NA  |  NA  |  NA  |  NA  |  NA  |  0.00008 |  NA      |  0.00016 |  NA  |  NA  
-^ Current collector <sup>4</sup>  |  NE                    |  NE                   |  NE       |  NE      |  NA                                                                                      |||||||||+^ Current collector <sup>4</sup>  |  NE                |  NE               |  NE      |  NE  |  NA                                                              |||||||||
 <sup>1</sup> assumption: 100 per cent copper \\ <sup>1</sup> assumption: 100 per cent copper \\
 <sup>2</sup> assumption: 100 per cent steel\\ <sup>2</sup> assumption: 100 per cent steel\\
Line 116: Line 113:
  
 <WRAP center round info 100%> <WRAP center round info 100%>
-For information on the **emission factors for heavy-metal and POP exhaust emissions**, please refer to [[[ appendix2.3-HM-from-mobile-sources | Appendix 2.3 - Heavy Metal (HM) exhaust emissions from mobile sources]]] and [[[ appendix2.4-POPs-from-mobile-sources | Appendix 2.4 - Persistent Organic Pollutant (POP) exhaust emissions from mobile sources ]]].+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.
 </WRAP> </WRAP>
  
Line 122: Line 119:
 ===== Discussion of emission trends ===== ===== Discussion of emission trends =====
    
-__Table: Outcome of Key Category Analysis__ +__Table 6: Outcome of Key Category Analysis__ 
-|  for: ^  NO<sub>x</sub>  ^  TSP  ^  PM<sub>10</sub>  ^  PM<sub>2.5</sub> +|  for: ^  NO<sub>x</sub>  ^  TSP    ^  PM<sub>10</sub>  ^  PM<sub>2.5</sub> 
-|   by: |  -/T             |  L/-   L/-              |  L/-               |+|   by: |  Trend           |  Level   L/-              |  L/-               |
  
 Basically, for all unregulated pollutants, emission trends directly follow the trend in over-all fuel consumption. Basically, for all unregulated pollutants, emission trends directly follow the trend in over-all fuel consumption.
Line 131: Line 128:
 Therefore, for the **main pollutants**, **carbon monoxide**, **particulate matter** and **PAHs**, emission trends show remarkable jumps especially after 1995 that result from the significantly higher amounts of solid fuels used. Therefore, for the **main pollutants**, **carbon monoxide**, **particulate matter** and **PAHs**, emission trends show remarkable jumps especially after 1995 that result from the significantly higher amounts of solid fuels used.
  
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_em_nh3.png?700 }} +{{:sector:energy:fuel_combustion:transport:railways:1a3c_em_nh3.png?700|Annual ammonia emissions }} 
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_em_nox.png?700 }}+{{:sector:energy:fuel_combustion:transport:railways:1a3c_em_nox.png?700|Annual notrogen oxides emissions }}
  
-For all fractions of **particulate matter**, the majority of emissions generally result from abrasion and wear and the combustion of diesel fuels. Additional jumps in the over-all trend result from the use of lignite briquettes (1996-2001). Here, as the EF(BC) for fuel combustion are estimated via fractions provided in [(EMEPEEA2019)], black carbon emissions follow the corresponding emissions of PM,,2.5,,+For all fractions of **particulate matter**, the majority of emissions generally result from abrasion and wear and the combustion of diesel fuels. Additional jumps in the over-all trend result from the use of lignite briquettes (1996-2001). Here, as the EF(BC) for fuel combustion are estimated via fractions provided in [(EMEPEEA2019)], black carbon emissions follow the corresponding emissions of PM<sub>2.5</sub>
  
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_em_pm.png?700  }} +{{:sector:energy:fuel_combustion:transport:railways:1a3c_em_pm.png?700|Annual particulate matter emissions }} 
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_em_pm10.png?700 }}+{{:sector:energy:fuel_combustion:transport:railways:1a3c_em_pm10.png?700|Annual PM10 emissions }}
  
 Due to fuel-sulphur legislation, the trend of **sulphur dioxide** emissions follows not only the trend in fuel consumption but also reflects the impact of regulated fuel-qualities. Due to fuel-sulphur legislation, the trend of **sulphur dioxide** emissions follows not only the trend in fuel consumption but also reflects the impact of regulated fuel-qualities.
 For the years as of 2005, sulphur emissions from diesel combustion have decreased so strongly, that the over-all trend shows a slight increase again due to the now dominating contribution of sulphur from the use of solid fuels. For the years as of 2005, sulphur emissions from diesel combustion have decreased so strongly, that the over-all trend shows a slight increase again due to the now dominating contribution of sulphur from the use of solid fuels.
  
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_em_so2.png?700 }}+{{:sector:energy:fuel_combustion:transport:railways:1a3c_em_so2.png?700|Annual sulphur oxides emissions }}
  
 Regarding **heavy metals**, emissions from combustion of diesel oil and from abrasion and wear are estimated from tier1 default emission factors.  Regarding **heavy metals**, emissions from combustion of diesel oil and from abrasion and wear are estimated from tier1 default emission factors. 
 Therefore, the emission trends reflect the development of diesel use and - for copper, chromium and nickel emissions resulting from the abrasion & wear of contact line and braking systems - the annual transport performance (see description of activity data above). Therefore, the emission trends reflect the development of diesel use and - for copper, chromium and nickel emissions resulting from the abrasion & wear of contact line and braking systems - the annual transport performance (see description of activity data above).
  
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_em_cd.png?700 }} +{{:sector:energy:fuel_combustion:transport:railways:1a3c_em_cu.png?700|Annual copper emissions }}
-{{ :sector:energy:fuel_combustion:transport:railways:1a3c_em_cu.png?700 }}+
  
 \\ \\
Line 154: Line 150:
 ===== Recalculations ===== ===== Recalculations =====
  
-Given the revised NEB 2018, both the**activity data** fo diesel oil and the annual amounts of blended biodiesel were revised accordingly.+Given the revised NEB 2019, both the **activity data** for diesel oil and the annual amounts of blended biodiesel were revised accordingly
 +In addition, the amounts of solid fuels used in steam locomotives has been revised widely based on a study carried out in 2021.
  
 __Table 5: Revised fuel consumption, in terajoule__ __Table 5: Revised fuel consumption, in terajoule__
-                            |  **1990**  |  **1995**  |  **2000**  |  **2005**  |  **2006**  |  **2007**  |  **2008**  |  **2009**  |  **2010**  |  **2011**  |  **2012**  |  **2013**  |  **2014**  |  **2015**  |  **2016**  |  **2017**  |  **2018**  | +                                1990   ^  1995   ^  2000   ^  2005   ^  2006   ^  2007   ^  2008   ^  2009   ^  2010   ^  2011   ^  2012   ^  2013   ^  2014   ^  2015   ^  2016   ^  2017   ^  2018   ^  2019   ^ 
-| **DIESEL OIL**                                                                                                                                                                                                                          |||||||||||||||||| +| **DIESEL OIL**                                                                                                                                                                                   ||||||||||||||||||| 
-^ Submission 2021                 38.458 |     31.054 |     25.410 |     18.142 |     17.101 |     16.730 |     16.389 |     14.336 |     14.626 |     14.730 |     13.514 |     13.771 |     12.283 |     13.321 |     13.775 |     11.344 |      9.425 | +^ Submission 2022                 38,458 |  31,054 |  25,410 |  18,142 |  17,101 |  16,730 |  16,389 |  14,336 |  14,626 |  14,730 |  13,514 |  13,771 |  12,283 |  13,321 |  13,775 |  11,344 |   9,425 |  10,747 
-^ Submission 2020                 38.458 |     31.054 |     25.410 |     18.142 |     17.101 |     16.730 |     16.389 |     14.336 |     14.626 |     14.730 |     13.514 |     13.771 |     12.283 |     13.321 |     13.775 |     11.344 |     10.961 +^ Submission 2021                 38,458 |  31,054 |  25,410 |  18,142 |  17,101 |  16,730 |  16,389 |  14,336 |  14,626 |  14,730 |  13,514 |  13,771 |  12,283 |  13,321 |  13,775 |  11,344 |   9,425 |   9,531 
-^ 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 |       0,00 |       0,00 |       0,00 |     -1.536 +^ 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 |    0.00 |    0.00 |   -0.10 |    0.00 |   1,216 
-^ relative 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% |      0,00% |      0,00% |      0,00% |     -14,0% | +^ relative 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% |   0.00% |   0.00% |   0.00% |   0.00% |   12.8% | 
-| **BIODIESEL**                                                                                                                                                                                                                           |||||||||||||||||| +| **BIODIESEL**                                                                                                                                                                                    ||||||||||||||||||| 
-^ Submission 2021                                               401 |        503 |        754 |        817 |        996 |        957 |        974 |        890 |        804 |        751 |        727 |        729 |        606 |        548 | +^ Submission 2022                 NO      NO      NO         401 |     503 |     754 |     817 |     996 |     957 |     974 |     890 |     804 |     751 |     727 |     729 |     606 |     548 |     612 
-^ Submission 2020                                               397        498        747        810        987        949        966        882        798        745        720        724        602        633 +^ Submission 2021                 NO      NO      NO         401     503     754     817     996     957     974     890     804     751     727     729     606     548 |     543 
-^ absolute change                   0,00 |       0,00 |       0,00 |       4,31       4,71       7,10       6,84       8,99       8,33       8,92       7,53       6,67       6,41       6,55       5,32       3,95      -84,+^ 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    0.00    0.00    0.00    0.00 |    69.4 
-^ relative change                                                   1,09% |      0,95% |      0,95% |      0,84% |      0,91% |      0,88% |      0,92% |      0,85% |      0,84% |      0,86% |      0,91% |      0,74% |      0,66% |     -13,4% | +^ relative 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% |   0.00% |   12.8% | 
-| **TOTAL FUEL CONSUMPTION**                                                                                                                                                                                                              |||||||||||||||||| +| **SOLID FUELS**                                                                                                                                                                                  ||||||||||||||||||| 
-^ Submission 2021                 39.034 |     31.390 |     26.092 |     18.799 |     17.867 |     17.740 |     17.507 |     15.655 |     15.898 |     16.050 |     14.761 |     14.928 |     13.376 |     14.388 |     14.845 |     12.290 |     10.314 +^ Submission 2022                  2,776 |   1,627 |     655 |     283 |     289 |     278 |     323 |     342 |     332 |     368 |     379 |     372 |     360 |     352 |     363 |     368 |     367 |     363 
-^ Submission 2020             |     39.034 |     31.390 |     26.092 |     18.795 |     17.862 |     17.733 |     17.500 |     15.646 |     15.890 |     16.041 |     14.754 |     14.921 |     13.370 |     14.381 |     14.839 |     12.286 |     11.934 +^ Submission 2021                |     576 |     336 |     682 |     256 |     263 |     256 |     301 |     322 |     315 |     346 |     357 |     353 |     342 |     340 |     341 |     341 |     341 |     341 
-^ absolute change                   0,00       0,00       0,00       4,31       4,71       7,10 |       6,84       8,99       8,33       8,92       7,53       6,67       6,41       6,55       5,32       3,95     -1.621 +^ absolute change                  2,200   1,291   -26.9 |    27.1 |    25.6 |    22.5 |    21.6 |    20.7 |    16.8 |    22.3 |    21.6 |    19.1 |    18.2 |    11.7 |    22.1 |    27.6 |    26.|    22.6 | 
-^ relative change                  0,00% |      0,00% |      0,00% |      0,02% |      0,03% |      0,04% |      0,04% |      0,06% |      0,05% |      0,06% |      0,05% |      0,04% |      0,05% |      0,05% |      0,04% |      0,03% |     -13,6% |+^ relative change                |    382% |    384% |  -3.94% |   10.6% |   9.73% |   8.82% |   7.19% |   6.44% |   5.33% |   6.45% |   6.04% |   5.41% |   5.32% |   3.43% |   6.49% |   8.10% |   7.64% |   6.62% | 
 +| **over-all fuel consumption**                                                                                                                                                                    ||||||||||||||||||| 
 +^ Submission 2022                |  41,234  32,681  26,065  18,826 |  17,893 |  17,762 |  17,529 |  15,675 |  15,915 |  16,073 |  14,783 |  14,947 |  13,395 |  14,400 |  14,867 |  12,318 |  10,340  11,722 | 
 +^ Submission 2021                |  39,034  31,390  26,092  18,799  17,867  17,740  17,507  15,655  15,898  16,050 |  14,761 |  14,928 |  13,376 |  14,388 |  14,845 |  12,290 |  10,314 |  10,414 | 
 +^ absolute change                |   2,200 |   1,291 |   -26.9 |    27.|    25.6 |    22.5 |    21.6 |    20.7 |    16.8 |    22.3 |    21.6 |    19.1 |    18.2 |    11.7 |    22.1 |    27.5 |    26.0 |   1,308 
 +^ relative change                  5.64% |   4.11% |  -0.10% |   0.14% |   0.14% |   0.13% |   0.12% |   0.13% |   0.11% |   0.14% |   0.15% |   0.13% |   0.14% |   0.08% |   0.15% |   0.22% |   0.25% |   12.6% |
  
-Due to the routine revision of the TREMOD model [(KNOERR2020b)], tier2 **emission factors** changed for recent years. +Due to the routine revision of the TREMOD model [(KNOERR2021a)], tier2 **emission factors** changed for recent years. 
 Here, the revision results mainly from the consideration of revised NCvs for diesel oil as provided by the AGEB. Here, the revision results mainly from the consideration of revised NCvs for diesel oil as provided by the AGEB.
  
 __Table 6: Revised country-specific emission factors for diesel fuels, in kg/TJ__ __Table 6: Revised country-specific emission factors for diesel fuels, in kg/TJ__
-|                                                                          **2013**   **2014**   **2015**   **2016**   **2017**  | **2018**  | +|                                                                          1990   1995   2000  ^  2005  ^  2006  ^  2007  ^  2008  ^  2009    2010    2011    2012    2013    2014    2015    2016   2017  ^  2018   ^  2019   ^ 
-| **Nitrogen oxides NO<sub>x</sub>**                                                                                                           ||||||| +| **Non-methane volatile organic compounds - NMVOC**                                                                                                                                                                               ||||||||||||||||||| 
-^ Submission 2020                                                               41,9 |       41,2 |       38,5 |       38,2 |       37,2 |      35,2 | +^ Submission 2020                                                            109 |    100 |   90.2 |   64.8 |   61.8 |   57.3 |   55.6 |    51.2 |    52.0 |    54.1 |    44.7 |    41.9 |    41.2 |    38.5 |   38.2 |   37.2 |    35.2 |    34.2 | 
-^ Submission 2019                                                               42,2 |       41,2 |       38,5 |       38,2 |       37,2 |      35,9 +^ Submission 2019                                                            109 |    100 |   90.2 |   64.8 |   61.8 |   57.3 |   55.6 |    51.2 |    52.0 |    54.3 |    44.8 |    41.9 |    41.2 |    38.5 |   38.2 |   37.2 |    35.2 |    35.0 
-^ absolute change                                                              -0,24       0,00 |       0,00 |       0,01       0,01 |     -0,68 +^ absolute change                                                           0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |    0.00 |    0.00 |   -0.16 |   -0.10 |   -0.09 |   -0.04 |   -0.06 |   0.00 |   0.00 |   -0.01 |   -0.86 
-^ relative change                                                             -0,56% |      0,00% |      0,00% |      0,03% |      0,02% |    -1,89% | +^ relative change                                                          0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |   0.00% |   0.00% |  -0.30% |  -0.22% |  -0.21% |  -0.10% |  -0.15% |  0.00% |  0.00% |  -0.01% |  -2.45% | 
-| **Non-methane volatile organic compounds - NMVOC**                                                                                             ||||||| +| **Nitrogen oxides NO<sub>x</sub>**                                                                                                                                                                                             ||||||||||||||||||| 
-^ Submission 2020                                                                899 |        886        826 |        801 |        775 |       747 | +^ Submission 2020                                                          1.170 |  1.207 |  1.225 |  1.111 |  1.058 |  1.028 |  1.010 |     991 |     970 |     989 |     919 |     899 |     887     826 |    801 |    775 |     747 |     699 
-^ Submission 2019                                                                899 |        886 |        826 |        801 |        775 |       748 +^ Submission 2019                                                          1.170 |  1.207 |  1.225 |  1.111 |  1.058 |  1.028 |  1.010 |     991 |     970 |     990 |     919 |     899 |     886 |     826 |    801 |    775 |     747 |     724 
-^ absolute change                                                               0,54       0,00 |       0,00 |       0,02      -0,03     -1,38 +^ absolute change                                                           0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |    0.00 |    0.00 |   -0.72   -0.12 |    0.09 |    0.11 |    0.01 |   0.00 |   0.00 |   -0.02 |  -24.43 
-^ relative change                                                              0,06% |      0,00% |      0,00% |      0,00% |      0,00% |    -0,18% | +^ relative change                                                          0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |   0.00% |   0.00% |  -0.07% |  -0.01% |   0.01% |   0.01% |   0.00% |  0.00% |  0.00% |   0.00% |  -3.38% | 
-| **Particulate matter PM** (PM<sub>2.5</sub> = PM<sub>10</sub> = TSP)                                                                         ||||||| +| **Black carbon BC**                                                                                                                                                                                                            ||||||||||||||||||| 
-^ Submission 2020                                                               14,6       14,3       13,3       13,1 |       12,4 |      11,7 | +^ Submission 2020                                                           28.8   28.9   24.2   16.1 |   15.2 |   14.5 |   13.6 |    12.7 |    11.4 |    11.5 |    12.0 |    10.4 |     9.5 |    9.29 |   8.65 |   8.48 |    8.05 |    7.60 
-^ Submission 2019                                                               14,7       14,3 |       13,3       13,1       12,4 |      11,8 | +^ Submission 2019                                                           28.8   28.3 |   23.8   15.2 |   14.5 |   13.6   12.7 |    11.4 |    11.5 |    12.0 |    10.4 |     9.5 |     9.3 |    8.65 |   8.48 |   8.05 |    7.60 |    7.27 
-^ absolute change                                                              -0,05       0,00 |       0,00 |       0,00 |       0,00 |     -0,07 +^ absolute change                                                           0.00 |   0.62   0.44   0.91   0.68   0.97 |   0.88 |    1.27 |   -0.09 |   -0.52 |    1.60 |    0.86 |    0.22 |    0.64 |   0.16 |   0.43 |    0.45 |    0.33 
-^ relative change                                                             -0,31% |      0,00% |      0,00% |      0,01% |      0,00% |    -0,57% | +^ relative change                                                          0.00% |  2.20% |  1.84% |  5.99% |  4.66% |  7.18% |  6.91% |  11.13% |  -0.78% |  -4.31% |  15.41% |   9.01% |   2.38% |   7.39% |  1.89% |  5.40% |   5.92% |   4.55% | 
-| **Black carbon BC**                                                                                                                          ||||||| +| **Particulate matter PM** (PM<sub>2.5</sub> = PM<sub>10</sub> = TSP)                                                                                                                                                           ||||||||||||||||||| 
-^ Submission 2020                                                               9,52       9,29       8,65       8,48       8,05      7,60 +^ Submission 2020                                                           44.4   43.6 |   36.6 |   23.4 |   22.4 |   20.9 |   19.5    17.6    17.7    18.4 |    16.0 |    14.6 |    14.3 |    13.3 |   13.1 |   12.4 |    11.|    11.0 
-^ Submission 2019                                                               9,55       9,29       8,65       8,48       8,05      7,64 +^ Submission 2019                                                           44.4   43.6 |   36.6 |   23.4 |   22.4 |   20.9 |   19.5    17.6    17.7    18.5 |    16.0 |    14.6 |    14.3 |    13.3 |   13.1 |   12.4 |    11.|    11.2 
-^ absolute change                                                              -0,03       0,00 |       0,00 |       0,00 |       0,00 |     -0,04 | +^ absolute change                                                           0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |    0.00 |    0.00 |   -0.04 |   -0.02 |   -0.01 |    0.00 |    0.00 |   0.00 |   0.00 |    0.00 |   -0.14 
-^ relative change                                                             -0,31% |      0,00% |      0,00% |      0,01% |      0,00% |    -0,57% | +^ relative change                                                          0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |   0.00% |   0.00% |  -0.22% |  -0.14% |  -0.09% |  -0.02% |  -0.03% |  0.00% |  0.00% |   0.00% |  -1.21% | 
-| **Carbon monoxide - CO**                                                                                                                       ||||||| +| **Carbon monoxide - CO**                                                                                                                                                                                                         ||||||||||||||||||| 
-^ Submission 2020                                                                101 |       98,9       94,7       93,3 |       92,6 |      88,5 | +^ Submission 2020                                                            287 |    292 |    255 |    162 |    152 |    141 |    134 |     123 |     121 |     121 |     105 |     101 |      99    94.6   93.3 |   92.6 |    88.|    87.0 
-^ Submission 2019                                                                101 |       98,9       94,7 |       93,3 |       92,6 |      89,+^ Submission 2019                                                            287 |    292 |    255 |    162 |    152 |    141 |    134 |     123 |     121 |     121 |     105 |     101 |      99    94.7 |   93.3 |   92.6 |    88.5 |    88.2 
-^ absolute change                                                              -0,63       0,00 |       0,00 |       0,02       0,01 |     -1,04 +^ absolute change                                                           0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |   0.00 |    0.00 |    0.00 |   -0.26 |   -0.13 |   -0.14 |   -0.06 |   -0.10 |   0.00 |   0.00 |   -0.01 |   -1.18 
-^ relative change                                                             -0,62% |      0,00% |      0,00% |      0,03% |      0,01% |    -1,16% |+^ relative change                                                          0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |  0.00% |   0.00% |   0.00% |  -0.22% |  -0.13% |  -0.14% |  -0.06% |  -0.11% |  0.00% |  0.00% |  -0.02% |  -1.34% |
  
 +Furthermore, the use of wood in historic steam locomotives has been taken into account and resulting **emissions of HCB and PCBs are reported for the  first time**.
  
-<WRAP center round info 60%> + 
-For more information on recalculated emission estimates for Base Year and 2018, please see the pollutant-specific recalculation tables following chapter [[general:recalculations:start | 8.1 - Recalculations]].+<WRAP center round info 65%> 
 +For **pollutant-specific information on recalculated emission estimates for Base Year and 2019**, please see the recalculation tables following [[general:recalculations:start|chapter 8.1 - Recalculations]].
 </WRAP> </WRAP>
  
Line 222: Line 226:
 **//Why are similar EF applied for estimating exhaust heavy metal emissions from both fossil and biofuels?//** **//Why are similar EF applied for estimating exhaust heavy metal emissions from both fossil and biofuels?//**
  
-The EF provided in [((bibcite 5))] represent summatory values for (i) the fuel's and (ii) the lubricant's heavy-metal content as well as (iii) engine wear. Here, there might be no heavy metals contained in the biofuels. But since the specific shares of (i), (ii) and (iii) cannot be separated, and since the contributions of lubricant and engine wear might be dominant, the same emission factors are applied to biodiesel.+The EF provided in the 2019 EMEP/EEA Guidebook [(EMEPEEA2019)] represent summatory values for (i) the fuel's and (ii) the lubricant's heavy-metal content as well as (iii) engine wear. Here, there might be no heavy metals contained in the biofuels. But since the specific shares of (i), (ii) and (iii) cannot be separated, and since the contributions of lubricant and engine wear might be dominant, the same emission factors are applied to biodiesel.
  
-[(AGEB2020> AGEB (2020): Working Group on Energy Balances (Arbeitsgemeinschaft Energiebilanzen (Hrsg.), AGEB): Energiebilanz für die Bundesrepublik Deutschland; URL: https://ag-energiebilanzen.de/7-0-Bilanzen-1990-2018.html, Köln & Berlin, 2020.)] +[(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.)] 
-[(MWV2020> MWV (2020): Association of the German Petroleum Industry (Mineralölwirtschaftsverband, MWV): Annual Report 2018, page 65, Table 'Sektoraler Verbrauch von Dieselkraftstoff 2012-2018'; URL: https://www.mwv.de/wp-content/uploads/2020/09/MWV_Mineraloelwirtschaftsverband-e.V.-Jahresbericht-2020-Webversion.pdf, Berlin, 2020.)]+[(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.)]
 [(HEDEL2012> Hedel, R., & Kunze, J. (2012): Recherche des jährlichen Kohleeinsatzes in historischen Schienenfahrzeugen seit 1990. Probst & Consorten Marketing-Beratung. Dresden, 2012.)] [(HEDEL2012> Hedel, R., & Kunze, J. (2012): Recherche des jährlichen Kohleeinsatzes in historischen Schienenfahrzeugen seit 1990. Probst & Consorten Marketing-Beratung. Dresden, 2012.)]
 [(ILLICHMANN2016>  Illichmann, S. (2016): Recherche des Festbrennstoffeinsatzes historischer Schienenfahrzeuge in Deutschland 2015, Probst & Consorten Marketing-Beratung. Study carried out for UBA; FKZ 363 01 392; not yet published; Dresden, 2016.)] [(ILLICHMANN2016>  Illichmann, S. (2016): Recherche des Festbrennstoffeinsatzes historischer Schienenfahrzeuge in Deutschland 2015, Probst & Consorten Marketing-Beratung. Study carried out for UBA; FKZ 363 01 392; not yet published; Dresden, 2016.)]
-[(KNOERR2020a> Knörr et al. (2019a): Knörr, W., Heidt, C., Gores, S., & Bergk, F.: ifeu Institute for Energy and Environmental Research (Institut für Energie- und Umweltforschung Heidelberg gGmbH, ifeu): Fortschreibung des Daten- und Rechenmodells: Energieverbrauch und Schadstoffemissionen des motorisierten Verkehrs in Deutschland 1960-2035, sowie TREMOD, im Auftrag des Umweltbundesamtes, Heidelberg & Berlin, 2020. )]+[(HASENBALG2021>  Hasenbalg (2021): Recherche des Festbrennstoffeinsatzes historischer Schienenfahrzeuge in Deutschland 2019 & 2020, Probst & Consorten Marketing-Beratung. Study carried out for UBA; FKZ 363 01 392; not yet published; Dresden, 2021.)] 
 +[(KNOERR2021a> Knörr et al. (2021a): Knörr, W., Heidt, C., Gores, S., & Bergk, F.: ifeu Institute for Energy and Environmental Research (Institut für Energie- und Umweltforschung Heidelberg gGmbH, ifeu): Fortschreibung des Daten- und Rechenmodells: Energieverbrauch und Schadstoffemissionen des motorisierten Verkehrs in Deutschland 1960-2035, sowie TREMOD, im Auftrag des Umweltbundesamtes, Heidelberg & Berlin, 2021. )]
 [(EMEPEEA2019> EMEP/EEA (2019): EMEP/EEA air pollutant emission inventory guidebook 2019, https://www.eea.europa.eu/publications/emep-eea-guidebook-2019/part-b-sectoral-guidance-chapters/1-energy/1-a-combustion/1-a-3-c-railways/view; Copenhagen, 2019.)] [(EMEPEEA2019> EMEP/EEA (2019): EMEP/EEA air pollutant emission inventory guidebook 2019, https://www.eea.europa.eu/publications/emep-eea-guidebook-2019/part-b-sectoral-guidance-chapters/1-energy/1-a-combustion/1-a-3-c-railways/view; Copenhagen, 2019.)]
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