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sector:agriculture:manure_management:start [2022/12/15 12:12] – [Method] doeringsector:agriculture:manure_management:start [2023/05/05 10:46] (current) – [Country specifics] doering
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 ^  Key Category  ^  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  ^ ^  Key Category  ^  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  ^
 | 3.B.1.a        |  -/-              L/-    |  -                L/-              L/-                L/-              |  -/-  |  -    -    -    -    -    -      -    |  -    | | 3.B.1.a        |  -/-              L/-    |  -                L/-              L/-                L/-              |  -/-  |  -    -    -    -    -    -      -    |  -    |
-| 3.B.1.b        |  -/-              L/    -                L/T              -/-                -/-              |  -/-  |  -    -    -    -    -    -      -    |  -    |+| 3.B.1.b        |  -/-              L/    -                L/T              -/-                -/-              |  -/-  |  -    -    -    -    -    -      -    |  -    |
 | 3.B.2          |  -/-              -/-    |  -                -/-              -/-                -/-              |  -/-  |  -    -    -    -    -    -      -    |  -    | | 3.B.2          |  -/-              -/-    |  -                -/-              -/-                -/-              |  -/-  |  -    -    -    -    -    -      -    |  -    |
 | 3.B.3          |  -/-              -/-    |  -                L/T              -/-                -/-              |  L/-  |  -    -    -    -    -    -      -    |  -    | | 3.B.3          |  -/-              -/-    |  -                L/T              -/-                -/-              |  L/-  |  -    -    -    -    -    -      -    |  -    |
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-NO<sub>x</sub> emissions from category 3.B (manure management) contribute only 1.2 % (~ 1.3 kt) to the total agricultural NO<sub>x</sub> emissions. They are calculated proportionally to N<sub>2</sub>O emissions, see Rösemann et al. (2023) ((Rösemann C, Vos C, Haenel H-D, Dämmgen U, Döring U, Wulf S, Eurich-Menden B, Freibauer A, Döhler H, Steuer B, Osterburg B, Fuß R (2023) Calculations of gaseous and particulate emissions from German agriculture 1990 – 2021 : Report on methods and data (RMD) Submission 2023. https://www.thuenen.de/de/fachinstitute/agrarklimaschutz/arbeitsbereiche/emissionsinventare)).+NO<sub>x</sub> emissions from category 3.B (manure management) contribute only 1.2 % (~ 1.3 kt) to the total agricultural NO<sub>x</sub> emissions. They are calculated proportionally to N<sub>2</sub>O emissions, see Rösemann et al. (2023) ((Rösemann C, Vos C, Haenel H-D, Dämmgen U, Döring U, Wulf S, Eurich-Menden B, Freibauer A, Döhler H, Steuer B, Osterburg B, Fuß R (2023) Calculations of gaseous and particulate emissions from German agriculture 1990 – 2021 : Report on methods and data (RMD) Submission 2023. www.eminv-agriculture.de)).
  
 NMVOC emissions from category 3.B (manure management) contributed 96.8 % (281.2 kt) from total agricultural NMVOC emissions (290.6 kt). NMVOC emissions from category 3.B (manure management) contributed 96.8 % (281.2 kt) from total agricultural NMVOC emissions (290.6 kt).
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 The animal population figures used in the inventory are presented in Table 1. Buffaloes are included in the cattle population figures, mules and asses are included in the horse population figures (IE), see Rösemann et al. (2023), Chapters 2.3. In the first years after the German reunification in 1990 animal livestock decreased markedly. The head counts for cattle continued to decrease significantly until 2006/2007, followed by a more or less stable period until 2014. Since 2015 a slight decrease occurred. In 2021, dairy cattle numbers are 60.3 % of 1990 numbers, while the total population of other cattle is at 54.9 % of 1990. Swine numbers decreased until 1995 and then increased slightly. Since 2014 a new decrease occurred which became significant between 2020 and 2021 (total pig numbers were reduced by almost 9 %). In 2021 swine numbers are 74.4 % of 1990 numbers.  The 2021 numbers of horses, sheep and goats are, respectively, at 91.4 %, 55.0 % and 176.6 % of 1990. The animal population figures used in the inventory are presented in Table 1. Buffaloes are included in the cattle population figures, mules and asses are included in the horse population figures (IE), see Rösemann et al. (2023), Chapters 2.3. In the first years after the German reunification in 1990 animal livestock decreased markedly. The head counts for cattle continued to decrease significantly until 2006/2007, followed by a more or less stable period until 2014. Since 2015 a slight decrease occurred. In 2021, dairy cattle numbers are 60.3 % of 1990 numbers, while the total population of other cattle is at 54.9 % of 1990. Swine numbers decreased until 1995 and then increased slightly. Since 2014 a new decrease occurred which became significant between 2020 and 2021 (total pig numbers were reduced by almost 9 %). In 2021 swine numbers are 74.4 % of 1990 numbers.  The 2021 numbers of horses, sheep and goats are, respectively, at 91.4 %, 55.0 % and 176.6 % of 1990.
  
-Figures for broilers and turkeys are showing a massive increase since 1990. Since the year 2013, there have been only minor changes of total poultry numbers. In total, 2021 poultry population figures are at 152.8 % of 1990. A detailed description of the animal numbers used can be found in the National Inventory Report 2023 ((NIR, National Inventory Report 2023 for the German Greenhouse Gas Inventory 1990-2021. Available in April 2023)), Chapter 5.1.3.2.3. Animal numbers of rabbits, ostrich and fur-bearing animals are available only for one year of the time series, see Rösemann et al. (2017). The animal numbers in these categories are low and the animals have limited impact on the total NH3 and NOx emissions. Nonetheless, following a recommendation from the NEC review 2022, Germany will obtain furtheris working on obtaining activity data for the entire time series and in order to report the emissions in a future submission.+Figures for broilers and turkeys are showing a massive increase since 1990. Since the year 2013, there have been only minor changes of total poultry numbers. In total, 2021 poultry population figures are at 152.8 % of 1990. A detailed description of the animal numbers used can be found in the National Inventory Report 2023 ((NIR, National Inventory Report 2023 for the German Greenhouse Gas Inventory 1990-2021. Available in April 2023)), Chapter 5.1.3.2.3. Animal numbers of rabbits, ostrich and fur-bearing animals are available only for one year of the time series, see Rösemann et al. (2017)((Rösemann C, Haenel H-D, Dämmgen U, Freibauer A, Döring, U, Wulf S, Eurich-Menden B, Döhler H, Schreiner C, and Osterburg B, 2017, Calculations of gaseous and particulate emissions from German Agriculture 1990 – 2015. Report on methods and data (RMD), Submission 2017. Thünen Report 46, 423 p.)). The animal numbers in these categories are low and the animals have limited impact on the total NH3 and NOx emissions. Nonetheless, following a recommendation from the NEC review 2022, Germany will obtain furtheris working on obtaining activity data for the entire time series and in order to report the emissions in a future submission.
  
 //Table 1: Population of animals// //Table 1: Population of animals//
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 | other animals: no data available a)                                                                                                                                                            |||||||||||||||                     | | other animals: no data available a)                                                                                                                                                            |||||||||||||||                     |
 <hidden> <hidden>
-a) Animal numbers of other animals are not available. Emissions of other animals were approximated with estimated population figures for a single year (see Rösemann et. al., 2017, Chapter 9, ((Rösemann C, Haenel H-D, Dämmgen U, Freibauer A, Döring, U, Wulf S, Eurich-Menden B, Döhler H, Schreiner Cand Osterburg B, 2017, Calculations of gaseous and particulate emissions from German Agriculture 1990 – 2015. Report on methods and data (RMD), Submission 2017. Thünen Report 46, 423 p.)) and submitted to the TERT of the NECD-Review. The TERT confirmed that emissions are below the threshold of significance. For GHG emission reporting the UNFCCC has acknowledged that the emissions from Germany's other animals are negligible. To ensure consistency between UNFCCC and UNECE/NEC reporting, no air pollutants from other animals are reported.</hidden>+a) Animal numbers of other animals are not available. Emissions of other animals were approximated with estimated population figures for a single year (see Rösemann et. al., 2017, Chapter 9, and submitted to the TERT of the NECD-Review. The TERT confirmed that emissions are below the threshold of significance. For GHG emission reporting the UNFCCC has acknowledged that the emissions from Germany's other animals are negligible. To ensure consistency between UNFCCC and UNECE/NEC reporting, no air pollutants from other animals are reported.</hidden>
  
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-^  IEF in kg NMVOC per animal place                                                                                                                                         |||||||||||||||| +^  IEF in kg NMVOC per animal place                                                                                                                                                  ||||||||||||||||| 
-^                                    ^  1990    1995    2000    2005    2010    2011    2012    2013    2014    2015    2016    2017    2018    2019    2020   ^ +^                                    ^  1990    1995    2000    2005    2010    2011    2012    2013    2014    2015    2016    2017    2018    2019    2020   ^  2021   ^ 
-^ dairy cattle                        30.940 |  32.695 |  35.472 |  36.709 |  37.242 |  37.609 |  37.625 |  37.467 |  37.891 |  38.155 |  38.552 |  38.524 |  39.322 |  40.134 |  40.799 +^ dairy cattle                        30.939 |  32.691 |  35.437 |  36.558 |  37.249 |  37.614 |  37.628 |  37.468 |  37.885 |  38.142 |  38.501 |  38.438 |  39.196 |  39.968 |  40.525 |  40.637 
-^ other cattle                        11.738 |  11.729 |  11.852 |  11.720 |  11.769 |  11.694 |  11.638 |  11.617 |  11.540 |  11.533 |  11.483 |  11.475 |  11.481 |  11.533 |  11.574 +^ other cattle                        11.714 |  11.672 |  11.782 |  11.638 |  11.652 |  11.565 |  11.496 |  11.462 |  11.371 |  11.350 |  11.280 |  11.252 |  11.235 |  11.265 |  11.330 |  11.382 
-^ horses                               6.497 |   6.491 |   6.688 |   6.660 |   6.644 |   6.643 |   6.642 |   6.641 |   6.644 |   6.646 |   6.648 |   6.651 |   6.654 |   6.657 |   6.660 | +^ horses                               6.497 |   6.491 |   6.688 |   6.660 |   6.644 |   6.643 |   6.642 |   6.641 |   6.644 |   6.646 |   6.648 |   6.651 |   6.654 |   6.657 |   6.660 |   6.663 
-^ sheep                              |   0.131 |   0.131 |   0.132 |   0.132 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 | +^ sheep                              |   0.131 |   0.131 |   0.132 |   0.132 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.131 |   0.132 
-^ goats                              |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 | +^ goats                              |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 |   0.542 | 
-^ swine                              |   0.695 |   0.698 |   0.690 |   0.682 |   0.669 |   0.663 |   0.656 |   0.654 |   0.652 |   0.651 |   0.649 |   0.648 |   0.648 |   0.648 |   0.642 | +^ swine                              |   0.695 |   0.698 |   0.690 |   0.682 |   0.669 |   0.663 |   0.656 |   0.654 |   0.652 |   0.651 |   0.649 |   0.648 |   0.648 |   0.648 |   0.642 |   0.645 
-^ laying hens                        |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 | +^ laying hens                        |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 |   0.165 | 
-^ broilers                             0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 | +^ broilers                           |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 | 
-^ turkeys                            |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 | +^ turkeys                            |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 | 
-^ pullets                            |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 | +^ pullets                            |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 |   0.108 | 
-^ ducks                              |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 | +^ ducks                              |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 | 
-^ geese                              |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |+^ geese                              |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |   0.489 |
  
 === Trend discussion for Key Sources === === Trend discussion for Key Sources ===
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-//Table REC-3: Comparison of NMVOC emissions of the submissions (SUB) 2021 and 2022//+//Table REC-3: Comparison of NMVOC emissions of the submissions (SUB) 2022 and 2023//
  
-^  NMVOC emissions from manure management, in Gg                                                                                                                                                ||||||||||||||||| +^  NMVOC emissions from manure management, in Gg                                                                                                                                                         |||||||||||||||||| 
-^                                                  SUB  ^  1990    1995    2000    2005    2010    2011    2012    2013    2014    2015    2016    2017    2018    2019      2020 ^ +^                                                  SUB  ^  1990    1995    2000    2005    2010    2011    2012    2013    2014    2015    2016    2017    2018    2019    2020   ^  2021   
-^ Total                                           2022  |  391.24 |  332.95 |  318.87 |  298.26 |  297.23 |  297.42 |  299.37 |  304.56 |  306.95 |  305.72 |  302.74 |  299.98 |  296.20 |  293.49 |  289.79 | +^ Total                                           2023  |  390.91 |  332.32 |  318.01 |  296.90 |  296.25 |  296.36 |  298.20 |  303.25 |  305.49 |  304.13 |  300.85 |  297.81 |  293.76 |  290.79 |  286.92 |  281.15 
-^                                                 2021  |  390.80 |  332.18 |  318.01 |  297.65 |  296.79 |  297.13 |  299.17 |  304.38 |  306.74 |  305.38 |  303.07 |  300.94 |  297.86 |  295.83 |         | +^                                                 2022  |  391.24 |  332.95 |  318.87 |  298.26 |  297.23 |  297.42 |  299.37 |  304.56 |  306.95 |  305.72 |  302.74 |  299.98 |  296.20 |  293.49 | 289.79  |         | 
-^ Dairy cattle                                    ^ 2022   196.61 |  170.97 |  162.10 |  155.51 |  155.79 |  157.59 |  157.67 |  159.89 |  162.77 |  163.48 |  162.60 |  161.76 |  161.25 |  161.00 |  159.99 +^ Dairy cattle                                    ^ 2023   196.60 |  170.95 |  161.94 |  154.87 |  155.82 |  157.61 |  157.68 |  159.90 |  162.74 |  163.42 |  162.39 |  161.40 |  160.74 |  160.34 |  158.92 |  155.75 
-^                                                 2021   196.61 |  170.97 |  162.10 |  155.50 |  155.75 |  157.45 |  157.39 |  159.40 |  162.04 |  162.45 |  161.82 |  161.15 |  160.81 |  160.84 |         | +^                                                 2022   196.61 |  170.97 |  162.10 |  155.51 |  155.79 |  157.59 |  157.67 |  159.89 |  162.77 |  163.48 |  162.60 |  161.76 |  161.25 |  161.00 |  159.99 |         | 
-^ Other cattle                                    ^ 2022  |  154.16 |  125.04 |  118.15 |  103.14 |  101.55 |   97.54 |   96.82 |   97.80 |   97.48 |   96.31 |   94.72 |   92.75 |   90.10 |   87.97 |   85.42 +^ Other cattle                                    ^ 2023  |  153.85 |  124.43 |  117.46 |  102.42 |  100.54 |   96.46 |   95.63 |   96.49 |   96.04 |   94.78 |   93.05 |   90.94 |   88.18 |   85.93 |   83.62 |   82.03 
-^                                                 2021  |  153.72 |  124.27 |  117.29 |  102.54 |  101.14 |   97.38 |   96.89 |   98.11 |   98.00 |   97.00 |   95.83 |   94.23 |   91.95 |   90.15 |         | +^                                                 2022  |  154.16 |  125.04 |  118.15 |  103.14 |  101.55 |   97.54 |   96.82 |   97.80 |   97.48 |   96.31 |   94.72 |   92.75 |   90.10 |   87.97 |   85.42 |         | 
-^ Other animals                                   2022    40.46 |   36.94 |   38.62 |   39.61 |   39.89 |   42.29 |   44.89 |   46.87 |   46.70 |   45.93 |   45.42 |   45.47 |   44.85 |   44.52 |   44.38 | +^ Other animals                                   2023    40.46 |   36.94 |   38.62 |   39.61 |   39.89 |   42.29 |   44.89 |   46.87 |   46.70 |   45.93 |   45.42 |   45.47 |   44.85 |   44.52 |   44.38 |   43.37 
-^                                                 2021    40.46 |   36.94 |   38.62 |   39.61 |   39.89 |   42.29 |   44.89 |   46.87 |   46.70 |   45.93 |   45.42 |   45.56 |   45.11 |   44.84 |         |+^                                                 2022    40.46 |   36.94 |   38.62 |   39.61 |   39.89 |   42.29 |   44.89 |   46.87 |   46.70 |   45.93 |   45.42 |   45.47 |   44.85 |   44.52 |   44.38 |         |
  
 === Planned improvements === === Planned improvements ===
Line 316: Line 316:
  
 =====  TSP, PM10 and PM2.5 ===== =====  TSP, PM10 and PM2.5 =====
-In 2020, TSP emissions from manure management amount to 71.% of total emissions from the agricultural sector. Within the emissions from manure management 22.% originate from cattle, 39.% from pigs, and 37.% from poultry. 42.% of the PM<sub>10</sub> emissions from the agricultural sector are caused by manure management, where 34.% originate from cattle, 19.% from pigs, and 45.% from poultry. PM<sub>2.5</sub> emissions from the agricultural sector mostly originate from manure management (84.9 %)of which are 78.0 % from cattle, 3.% from pigs, and 17.% from poultry.+In 2021, TSP emissions from manure management amount to 60.% of total emissions from the agricultural sector. Within the emissions from manure management 23.% originate from cattle, 35.% from pigs, and 40.% from poultry. 37.% of total PM<sub>10</sub> emissions from the agricultural sector are caused by manure management, where 35.% originate from cattle, 16.% from pigs, and 47.% from poultry. 68.9 % of total PM<sub>2.5</sub> emissions from the agricultural sectorare caused by manure management, where  78.0 % originate from cattle, 2.% from pigs, and 17.% from poultry.
  
 ==== Method ==== ==== Method ====
-EMEP (2013-3B-26) provided a Tier 2 methodology. In the current Guidebook (EMEP, 2019), this methodology has been replaced by a Tier 1 methodology. However, EF for cattle derived with the EMEP 2013 Tier 2 methodology remained unchanged. Therfore, the EMEP 2013((EMEP (2013): EMEP/EEA air pollutant emission inventory guidebook – 2013)) methodology was kept for cattle. For swine the EMEP 2013 methodology was formally kept but the EMEP 2019 Tier 1 EF was used both for slurry and solid based manure management systems. The same was done with the EMEP 2016 EFs for laying hens (used for cages and perchery). In case the EMEP 2019 EFs are simply rounded EMEP 2013 EFs, the unrounded EMEP 2013 EFs were kept. +EMEP (2013-3B-26) provided a Tier 2 methodology. In the current Guidebook (EMEP, 2019), this methodology has been replaced by a Tier 1 methodology. However, EF for cattle derived with the EMEP 2013 Tier 2 methodology remained unchanged. Therefore, the EMEP 2013((EMEP (2013): EMEP/EEA air pollutant emission inventory guidebook – 2013)) methodology was kept for cattle. For swine the EMEP 2013 methodology was formally kept but the EMEP 2019 Tier 1 EF was used both for slurry and solid based manure management systems. The same was done with the EMEP 2016 EFs for laying hens (used for cages and perchery). In case the EMEP 2019 EFs are simply rounded EMEP 2013 EFs, the unrounded EMEP 2013 EFs were kept. 
-The inventory considers air scrubber systems in swine and poultry husbandry. For animal places equipped with air scrubbing the emission factors are reduced according to the removal efficiency of the air scrubber systems (90 % for TSP and PM<sub>10</sub>, 70 % for PM<sub>2.5</sub>). For details see Vos et al. (2022), Chapter 3.3.4.3.3.+The inventory considers air scrubber systems in swine and poultry husbandry. For animal places equipped with air scrubbing the emission factors are reduced according to the removal efficiency of the air scrubber systems (90 % for TSP and PM<sub>10</sub>, 70 % for PM<sub>2.5</sub>). For details see Rösemann et al. (2023), Chapter 4.2.2.
  
 === Activity data === === Activity data ===
Line 332: Line 332:
 //Table 5: IEF for TSP, PM<sub>10</sub> & PM<sub>2.5</sub> from manure management// //Table 5: IEF for TSP, PM<sub>10</sub> & PM<sub>2.5</sub> from manure management//
  
-^                                                    1990    1995    2000    2005    2010    2011    2012    2013    2014    2015    2016    2017    2018    2019    2020   ^ +^                                                    1990    1995    2000    2005    2010    2011    2012    2013    2014    2015    2016    2017    2018    2019    2020   ^  2021   ^ 
-|  **IEF in kg TSP per animal place**                                                                                                                                                      |||||||||||||||| +|  **IEF in kg TSP per animal place**                                                                                                                                                               ||||||||||||||||| 
-^ dairy cattle                                      |  1.2124 |  1.4016 |  1.4544 |  1.4738 |  1.4882 |  1.4953 |  1.5028 |  1.5101 |  1.5189 |  1.5270 |  1.5365 |  1.5451 |  1.5540 |  1.5631 |  1.5721 | +^ dairy cattle                                      |  1.2124 |  1.4016 |  1.4542 |  1.4727 |  1.4969 |  1.5040 |  1.5117 |  1.5190 |  1.5278 |  1.5360 |  1.5455 |  1.5541 |  1.5630 |  1.5721 |  1.5721 |  1.5723 
-^ other cattle                                      |  0.5194 |  0.5107 |  0.5017 |  0.4916 |  0.4804 |  0.4790 |  0.4788 |  0.4788 |  0.4775 |  0.4766 |  0.4763 |  0.4760 |  0.4758 |  0.4751 |  0.4746 | +^ other cattle                                      |  0.5194 |  0.5107 |  0.5014 |  0.4903 |  0.4798 |  0.4785 |  0.4783 |  0.4783 |  0.4770 |  0.4762 |  0.4759 |  0.4756 |  0.4755 |  0.4748 |  0.4746 |  0.4750 
-^ horses                                            |  0.3514 |  0.3512 |  0.3558 |  0.3552 |  0.3548 |  0.3548 |  0.3548 |  0.3548 |  0.3548 |  0.3549 |  0.3549 |  0.3550 |  0.3551 |  0.3551 |  0.3552 | +^ horses                                            |  0.3514 |  0.3512 |  0.3558 |  0.3552 |  0.3548 |  0.3548 |  0.3548 |  0.3548 |  0.3548 |  0.3549 |  0.3549 |  0.3550 |  0.3551 |  0.3551 |  0.3552 |  0.3553 
-^ sheep                                              0.0484 |  0.0478 |  0.0489 |  0.0486 |  0.0489 |  0.0485 |  0.0485 |  0.0485 |  0.0483 |  0.0482 |  0.0482 |  0.0482 |  0.0480 |  0.0482 |  0.0482 | +^ sheep                                              0.0484 |  0.0478 |  0.0489 |  0.0486 |  0.0489 |  0.0485 |  0.0485 |  0.0485 |  0.0483 |  0.0482 |  0.0482 |  0.0482 |  0.0480 |  0.0482 |  0.0482 |  0.0481 
-^ goats                                              0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 | +^ goats                                             |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 |  0.0914 | 
-^ swine                                              0.8260 |  0.8366 |  0.8320 |  0.8247 |  0.8104 |  0.8043 |  0.8086 |  0.8037 |  0.8002 |  0.7910 |  0.7918 |  0.7891 |  0.7865 |  0.7813 |  0.7858 +^ swine                                              0.8260 |  0.8366 |  0.8320 |  0.8218 |  0.7929 |  0.7838 |  0.7851 |  0.7743 |  0.7667 |  0.7503 |  0.7453 |  0.7392 |  0.7317 |  0.7216 |  0.7242 |  0.7073 
-^ laying hens                                        0.1900 |  0.1900 |  0.1900 |  0.1900 |  0.1900 |  0.1900 |  0.1900 |  0.1900 |  0.1900 |  0.1899 |  0.1898 |  0.1897 |  0.1894 |  0.1890 |  0.1889 +^ laying hens                                        0.1898 |  0.1898 |  0.1890 |  0.1880 |  0.1869 |  0.1864 |  0.1862 |  0.1860 |  0.1858 |  0.1856 |  0.1853 |  0.1854 |  0.1846 |  0.1841 |  0.1838 |  0.1835 
-^ broilers                                          |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0399 |  0.0399 |  0.0397 |  0.0396 |  0.0395 |  0.0394 |  0.0394 | +^ broilers                                          |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0399 |  0.0399 |  0.0397 |  0.0396 |  0.0395 |  0.0394 |  0.0394 |  0.0393 
-^ turkeys                                            0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 | +^ turkeys                                           |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 | 
-^ pullets                                            0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 | +^ pullets                                           |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 | 
-^ ducks                                              0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 | +^ ducks                                             |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 | 
-^ geese                                              0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 | +^ geese                                             |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 | 
-|  **IEF in kg PM<sub>10</sub> per animal place**                                                                                                                                          |||||||||||||||| +|  **IEF in kg PM<sub>10</sub> per animal place**                                                                                                                                                   ||||||||||||||||| 
-^ dairy cattle                                      |  0.5557 |  0.6426 |  0.6668 |  0.6757 |  0.6823 |  0.6855 |  0.6890 |  0.6923 |  0.6964 |  0.7001 |  0.7044 |  0.7084 |  0.7125 |  0.7166 |  0.7208 | +^ dairy cattle                                      |  0.5557 |  0.6426 |  0.6667 |  0.6752 |  0.6862 |  0.6895 |  0.6930 |  0.6964 |  0.7005 |  0.7042 |  0.7086 |  0.7125 |  0.7166 |  0.7208 |  0.7208 |  0.7209 
-^ other cattle                                      |  0.2403 |  0.2363 |  0.2320 |  0.2273 |  0.2221 |  0.2214 |  0.2213 |  0.2213 |  0.2207 |  0.2203 |  0.2202 |  0.2200 |  0.2200 |  0.2196 |  0.2194 | +^ other cattle                                      |  0.2403 |  0.2363 |  0.2320 |  0.2267 |  0.2218 |  0.2212 |  0.2211 |  0.2211 |  0.2205 |  0.2201 |  0.2200 |  0.2199 |  0.2198 |  0.2195 |  0.2194 |  0.2196 
-^ horses                                            |  0.1619 |  0.1619 |  0.1639 |  0.1636 |  0.1634 |  0.1634 |  0.1634 |  0.1634 |  0.1634 |  0.1634 |  0.1635 |  0.1635 |  0.1635 |  0.1635 |  0.1636 | +^ horses                                            |  0.1619 |  0.1619 |  0.1639 |  0.1636 |  0.1634 |  0.1634 |  0.1634 |  0.1634 |  0.1634 |  0.1634 |  0.1635 |  0.1635 |  0.1635 |  0.1635 |  0.1636 |  0.1636 | 
-^ sheep                                              0.0194 |  0.0192 |  0.0196 |  0.0195 |  0.0196 |  0.0195 |  0.0194 |  0.0194 |  0.0194 |  0.0193 |  0.0193 |  0.0193 |  0.0192 |  0.0193 |  0.0193 | +^ sheep                                              0.0194 |  0.0192 |  0.0196 |  0.0195 |  0.0196 |  0.0195 |  0.0194 |  0.0194 |  0.0194 |  0.0193 |  0.0193 |  0.0193 |  0.0192 |  0.0193 |  0.0193 |  0.0193 | 
-^ goats                                              0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 | +^ goats                                             |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 |  0.0368 | 
-^ swine                                              0.1241 |  0.1255 |  0.1244 |  0.1230 |  0.1199 |  0.1187 |  0.1185 |  0.1177 |  0.1170 |  0.1158 |  0.1156 |  0.1151 |  0.1147 |  0.1139 |  0.1141 +^ swine                                              0.1241 |  0.1255 |  0.1244 |  0.1225 |  0.1173 |  0.1156 |  0.1150 |  0.1134 |  0.1121 |  0.1098 |  0.1088 |  0.1079 |  0.1068 |  0.1053 |  0.1051 |  0.1029 
-^ laying hens                                        0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0400 |  0.0399 |  0.0399 |  0.0398 |  0.0398 +^ laying hens                                        0.0400 |  0.0399 |  0.0398 |  0.0396 |  0.0393 |  0.0392 |  0.0392 |  0.0392 |  0.0391 |  0.0391 |  0.0390 |  0.0390 |  0.0389 |  0.0388 |  0.0387 |  0.0386 
-^ broilers                                          |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0199 |  0.0198 |  0.0198 |  0.0198 |  0.0197 |  0.0197 | +^ broilers                                          |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0199 |  0.0198 |  0.0198 |  0.0198 |  0.0197 |  0.0197 |  0.0196 
-^ turkeys                                            0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 | +^ turkeys                                           |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 |  0.1100 | 
-^ pullets                                            0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 | +^ pullets                                           |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 | 
-^ ducks                                              0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 | +^ ducks                                             |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 |  0.1400 | 
-^ geese                                              0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 | +^ geese                                             |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 |  0.2400 | 
-|  **IEF in kg PM<sub>2.5</sub> per animal place**                                                                                                                                         |||||||||||||||| +|  **IEF in kg PM<sub>2.5</sub> per animal place**                                                                                                                                                  ||||||||||||||||| 
-^ dairy cattle                                      |  0.3616 |  0.4181 |  0.4338 |  0.4396 |  0.4439 |  0.4460 |  0.4483 |  0.4505 |  0.4531 |  0.4555 |  0.4583 |  0.4609 |  0.4636 |  0.4663 |  0.4690 | +^ dairy cattle                                      |  0.3616 |  0.4181 |  0.4338 |  0.4393 |  0.4465 |  0.4486 |  0.4509 |  0.4531 |  0.4558 |  0.4582 |  0.4610 |  0.4636 |  0.4663 |  0.4690 |  0.4690 |  0.4690 | 
-^ other cattle                                      |  0.1574 |  0.1548 |  0.1520 |  0.1490 |  0.1457 |  0.1453 |  0.1452 |  0.1452 |  0.1448 |  0.1445 |  0.1445 |  0.1444 |  0.1443 |  0.1441 |  0.1439 | +^ other cattle                                      |  0.1574 |  0.1548 |  0.1520 |  0.1487 |  0.1456 |  0.1451 |  0.1451 |  0.1451 |  0.1447 |  0.1444 |  0.1443 |  0.1442 |  0.1442 |  0.1440 |  0.1439 |  0.1440 
-^ horses                                            |  0.1027 |  0.1026 |  0.1039 |  0.1038 |  0.1036 |  0.1036 |  0.1036 |  0.1036 |  0.1036 |  0.1037 |  0.1037 |  0.1037 |  0.1037 |  0.1037 |  0.1038 | +^ horses                                            |  0.1027 |  0.1026 |  0.1039 |  0.1038 |  0.1036 |  0.1036 |  0.1036 |  0.1036 |  0.1036 |  0.1037 |  0.1037 |  0.1037 |  0.1037 |  0.1037 |  0.1038 |  0.1038 | 
-^ sheep                                              0.0059 |  0.0059 |  0.0060 |  0.0060 |  0.0060 |  0.0060 |  0.0060 |  0.0060 |  0.0059 |  0.0059 |  0.0059 |  0.0059 |  0.0059 |  0.0059 |  0.0059 | +^ sheep                                              0.0059 |  0.0059 |  0.0060 |  0.0060 |  0.0060 |  0.0060 |  0.0060 |  0.0060 |  0.0059 |  0.0059 |  0.0059 |  0.0059 |  0.0059 |  0.0059 |  0.0059 |  0.0059 | 
-^ goats                                              0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 | +^ goats                                             |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 |  0.0112 | 
-^ swine                                              0.0056 |  0.0057 |  0.0056 |  0.0056 |  0.0054 |  0.0054 |  0.0053 |  0.0053 |  0.0053 |  0.0052 |  0.0052 |  0.0052 |  0.0052 |  0.0052 |  0.0051 +^ swine                                              0.0056 |  0.0057 |  0.0056 |  0.0055 |  0.0053 |  0.0052 |  0.0052 |  0.0051 |  0.0051 |  0.0050 |  0.0050 |  0.0049 |  0.0049 |  0.0049 |  0.0048 |  0.0048 
-^ laying hens                                        0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 +^ laying hens                                        0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0030 |  0.0029 |  0.0029 |  0.0029 |  0.0029 |  0.0029 |  0.0029 |  0.0029 |  0.0029 |  0.0029 |  0.0029 |  0.0029 
-^ broilers                                          |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 | +^ broilers                                          |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 | 
-^ turkeys                                            0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 | +^ turkeys                                           |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 |  0.0200 | 
-^ pullets                                            0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 | +^ pullets                                           |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 |  0.0020 | 
-^ ducks                                              0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 | +^ ducks                                             |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 |  0.0180 | 
-^ geese                                              0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |+^ geese                                             |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |  0.0320 |
  
 ==== Trend discussion for Key Sources ==== ==== Trend discussion for Key Sources ====
-Swine and laying hens are key sources of TSP emissions from manure management. The total TSP emissions from swine mainly follow the animal numbers given in Table 1. However, due to air scrubbing and different emission factors of the different housing systems of the four swine subcategories (sows with piglets, weaners, fattening pigs, boars) and the varying population shares in those housing systems the R<sup>2</sup> of the linear regression is lower than 1 (0.78). For laying hens and broilers, due to the low prevalence of air scrubbing systems. TSP emissions almost perfectly correlate with the animal numbers provided in Table 1 (R<sup>2</sup>1).+Swine and laying hens are key sources of TSP emissions from manure management. The total TSP emissions from swine mainly follow the animal numbers given in Table 1 for the earlier years of the time series. However, due to increases in places equipped with air scrubbing and different emission factors of the different housing systems of the four swine subcategories (sows with piglets, weaners, fattening pigs, boars) and the varying population shares in those housing systems the R<sup>2</sup> of the linear regression is lower than 1 (0.52). For laying hens and broilers, due to the low prevalence of air scrubbing systems. TSP emissions almost perfectly correlate with the animal numbers provided in Table 1 (R<sup>2</sup>0.99).
  
 ==== Recalculations ==== ==== Recalculations ====
-Table REC-4 shows the effects of recalculations on emissions of particulate matter. Changes in the years 2000 through 2019 are a consequence of the use of the data of the official agricultural census 2020 as well as new animal population figures for the years 2017-2019 (**recalculation reason 1**, see [[sector:agriculture:start|main page of the agricultural sector]]). Further details on recalculations are described in Vos et al. (2022), Chapter 3.5.2.+Table REC-4 shows the effects of recalculations on emissions of particulate matter. The main reason for the differences to last year’s submission  is  the use of new data on number of air scrubbing systems from the official agricultural census 2020 (**recalculation No. 6**). The changes in interpolation of 2020 agricultural census data (**recalculation No. 1**) and the introduction of grazing emissions for laying hens (**recalculation No. 10**) have a much smaller impactthe latter is the only recalculation affecting the years 1990 to 2000. See [[sector:agriculture:start|main page of the agricultural sector]]. Further details on recalculations are described in Rösemann et al. (2023), Chapter 1.3.
  
-//Table REC-4: Comparison of particle emissions (TSP, PM<sub>10</sub> & PM<sub>2.5</sub>) of the submissions (SUB) 2021 and 2022//+//Table REC-4: Comparison of particle emissions (TSP, PM<sub>10</sub> & PM<sub>2.5</sub>) of the submissions (SUB) 2022 and 2023//
  
-^  TSP, PM10, PM2.5 emissions from manure management, in Gg                                                                                                                                  ||||||||||||||||| +^  TSP, PM10, PM2.5 emissions from manure management, in Gg                                                                                                                                          |||||||||||||||||| 
-^                                                            ^  SUB    1990  ^  1995  ^  2000  ^  2005  ^  2010  ^  2011  ^  2012  ^  2013  ^  2014  ^  2015  ^  2016  ^  2017  ^  2018  ^  2019  ^  2020  ^ +^                                                            ^  SUB    1990  ^  1995  ^  2000  ^  2005  ^  2010  ^  2011  ^  2012  ^  2013  ^  2014  ^  2015  ^  2016  ^  2017  ^  2018  ^  2019  ^  2020   2021  ^ 
-^ TSP                                                        ^  2022   50.04 |  42.24 |  42.43 |  41.25 |  40.30 |  41.80 |  43.95 |  45.14 |  45.45 |  44.74 |  44.54 |  44.59 |  43.65 |  43.04 |  42.99 +^ TSP                                                        ^  2023   50.03 |  42.23 |  42.39 |  41.09 |  39.83 |  41.23 |  43.26 |  44.30 |  44.48 |  43.62 |  43.28 |  43.26 |  42.22 |  41.51 |  41.37 |  39.59 
-^ TSP                                                        ^  2021   50.04 |  42.24 |  42.44 |  41.26 |  40.32 |  41.79 |  43.90 |  45.06 |  45.33 |  44.58 |  44.35 |  44.40 |  43.55 |  42.90 |        | +^ TSP                                                        ^  2022   50.04 |  42.24 |  42.43 |  41.25 |  40.30 |  41.80 |  43.95 |  45.14 |  45.45 |  44.74 |  44.54 |  44.59 |  43.65 |  43.04 |  42.99 |        | 
-^ PM<sub>10</sub>                                            ^  2022   14.34 |  12.71 |  12.63 |  12.29 |  12.31 |  12.76 |  13.33 |  13.84 |  13.82 |  13.63 |  13.48 |  13.43 |  13.20 |  13.02 |  12.91 +^ PM<sub>10</sub>                                            ^  2023   14.33 |  12.71 |  12.62 |  12.25 |  12.24 |  12.67 |  13.23 |  13.71 |  13.68 |  13.47 |  13.29 |  13.24 |  12.99 |  12.79 |  12.65 |  12.34 
-^ PM<sub>10</sub>                                            ^  2021   14.34 |  12.71 |  12.63 |  12.29 |  12.32 |  12.75 |  13.31 |  13.80 |  13.77 |  13.56 |  13.39 |  13.36 |  13.17 |  13.00 |        | +^ PM<sub>10</sub>                                            ^  2022   14.34 |  12.71 |  12.63 |  12.29 |  12.31 |  12.76 |  13.33 |  13.84 |  13.82 |  13.63 |  13.48 |  13.43 |  13.20 |  13.02 |  12.91 |        | 
-^ PM<sub>2.5</sub>                                           ^  2022    5.01 |   4.47 |   4.18 |   3.89 |   3.85 |   3.87 |   3.93 |   4.03 |   4.04 |   4.02 |   3.97 |   3.94 |   3.86 |   3.79 |   3.72 +^ PM<sub>2.5</sub>                                           ^  2023    5.01 |   4.47 |   4.18 |   3.88 |   3.86 |   3.87 |   3.93 |   4.03 |   4.05 |   4.02 |   3.97 |   3.94 |   3.86 |   3.79 |   3.71 |   3.64 
-^ PM<sub>2.5</sub>                                           ^  2021    5.01 |   4.47 |   4.18 |   3.89 |   3.86 |   3.86 |   3.91 |   4.01 |   4.01 |   3.97 |   3.91 |   3.88 |   3.80 |   3.72 |        |+^ PM<sub>2.5</sub>                                           ^  2022    5.01 |   4.47 |   4.18 |   3.89 |   3.85 |   3.87 |   3.93 |   4.03 |   4.04 |   4.02 |   3.97 |   3.94 |   3.86 |   3.79 |   3.72 |        |
  
  
 <WRAP center round info 60%> <WRAP center round info 60%>
-For **pollutant-specific information on recalculated emission estimates for Base Year and 2019**, please see the pollutant specific recalculation tables following [[general:recalculations:start|chapter 8.1 - Recalculations]].+For **pollutant-specific information on recalculated emission estimates for Base Year and 2020**, please see the pollutant specific recalculation tables following [[general:recalculations:start|chapter 8.1 - Recalculations]].
 </WRAP> </WRAP>
 ===== Planned improvements ===== ===== Planned improvements =====