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Breed planning for mating stations 2026

Breeding values of the selected mother queen

code of queen 2aInbreeding
Queen
Inbreeding
Worker
Honey
yield
Defensive
behavior
Calmness
during
inspection
Swarming
drive
Varroa-
index
TBVPerformance
ndex
hygienic
behaviour
Varroa
growth
Colony
strength
spring
development
over-
wintering
Chalk-
brood
CBPNosemosisSMRRecappingRecapping
infested cells
DE-13-360-62-20191.8%4.9%(104) 0.40(100) 0.46(102) 0.47(105) 0.40(80) 0.40(93)**(103) 0.40(80) 0.40(81) 0.35(117) 0.37(110) 0.39(103) 0.34(101) 0.25(89) 0.19(102) 0.10(100) 0.16(96) 0.15(91) 0.15

Breeding values and inbreeding coefficients of potential descendants

mating station codedetails of mating stationMate (4A)Breeding values
C ASSOC No. D Code Surname TM from to Breeding line C4A A4A B4A No4A Y4A Code Honey
yield
Defensive
behavior
Calmness
during
inspection
Swarming
drive
Varroa-
index
Total
breeding
value
Performance
ndex
hygienic
behaviour
Varroa
growth
Colony
strength
spring
development
over-
wintering
Chalk-
brood
CBP Nosemosis SMR Recapping Recapping
infested cells
INZW
Weighting in %
1515151540--
DE 1 1 Hornisgrinde 3 25.05. 20.07. AGT-Population DE 1 7 57 2023 105 102 102 108 93 100 105 94 92 99 104 101 97 95 101 96 97 96 1.3%
DE 1 2 AGT Toleranz Hoher Randen 3 16.05. 01.08. AGT Population DE 2 221 69 2023 103 107 105 108 96 103 107 95 98 112 108 99 100 93 99 101 93 88 1.8%
DE 1 3 Herrenwald 3 25.05. 20.07. AGT Population DE 2 221 70 2023 105 106 104 109 96 103 108 95 98 112 104 100 100 93 99 101 93 88 1.8%
DE 2 10 10 Oby. Unterwieser Wald 3 01.06. 15.08. AGT-Population; Z: Köpke DE 2 632 52 2024 108 111 112 109 101 108 112 101 101 115 112 116 102 94 98 101 97 94 1.1%
DE 2 11 11 Oby. Freisinger Moos 3 15.05. 31.07. AGT-Population; Z: Ott DE 2 227 167 2021 101 106 107 101 86 96 105 86 86 112 106 102 100 95 98 96 96 92 1.3%
DE 2 12 12 Oby. Pfaffenkopf 3 27.05. 01.08. AGT-Population, Z: Stoib DE 2 245 66 2023 106 98 100 106 95 99 103 95 96 112 102 104 100 97 102 99 96 96 0.9%
DE 2 13 13 Oby. An den 3 Wassern AGT-Toleranzbelegstelle 6 30.05. 01.08. AGT-Population; Z: FZ Mayen DE 11 1 1330 2022 108 96 100 112 97 102 105 99 95 108 100 110 100 99 100 107 102 101 1.1%
DE 2 15 15 Oby. Sonnwendjoch 3 01.06. 20.07. Z: Deller DE 2 254 117 2022 99 100 99 101 91 95 100 92 91 101 101 98 95 95 99 99 106 102 1.6%
DE 2 16 16 Oby. Raggert 3 01.06. 01.08. Z: Moser DE 2 363 207 2023 107 102 102 105 93 99 105 94 92 109 107 102 99 94 103 106 98 95 1.4%
DE 2 18 18 Oby. Sauschütt 3 16.05. 01.08. AGT-Population; Z: Schmidt DE 2 293 46 2022 101 102 105 105 93 99 104 95 93 107 103 100 99 100 101 99 99 96 1.3%
DE 2 19 19 Oby. Wendelstein 3 22.05. 31.07. AGT-Population; Z: Wintersperger DE 2 211 318 2023 110 109 110 110 96 105 112 96 97 117 112 108 100 95 101 95 94 93 1%
DE 2 21 21 Nby. Rachel- Diensthütte 3 13.05. 08.08. Z: Angela Tholen † DE 2 736 240 2022 106 102 105 108 92 100 106 92 93 107 102 102 101 99 98 97 97 95 1%
DE 2 22 22 Nby Bramandlberg 3 09.05. 25.07. AGT-Population; Z: Solleder DE 2 256 780 2023 103 105 106 108 90 99 106 92 90 104 102 102 99 96 101 97 97 97 1.5%
DE 2 23 23 Nby Königswald 3 29.04. 15.08. Ca.- Sklenar; Z: Andreas Levcenko DE 2 308 14 2022 105 103 101 105 86 95 104 85 88 111 105 102 100 95 102 105 95 90 0.8%
DE 2 24 24 Nby Schellenberg 3 09.05. 25.07. AGT-Population; Z: Ahrens DE 2 221 74 2023 103 106 104 107 95 101 106 94 97 112 106 99 100 93 99 101 93 88 1.8%
DE 2 33 33 Opf. Am Kühweiher 3 12.05. 10.07. AGT Population; Z: Thein DE 2 752 14 2023 105 107 107 108 92 101 108 92 93 115 108 102 100 95 100 95 93 93 1.1%
DE 2 41 41 Ofr. Michaelsgraben 3 16.05. 25.07. Z: Merz DE 2 737 11 2023 109 100 101 107 92 99 105 91 94 114 106 106 101 95 98 95 96 92 1%
DE 2 43 43 Ofr. Bodenwiese 3 12.05. 14.07. AGT-Population; Z: Schmidt DE 2 293 66 2023 109 111 111 114 96 107 114 97 96 117 109 101 99 96 101 94 100 97 1.5%
DE 2 44 44 Ofr. Hufeisen 3 22.05. 28.07. AGT-Population, Z: Kempter DE 2 298 45 2020 103 99 98 105 89 95 102 88 90 114 100 103 101 97 97 96 99 97 1%
DE 2 51 51 Mfr. Tiergarten 3 06.05. 31.07. AGT-Population, Z: LLA Triesdorf DE 2 128 69 2023 111 99 101 104 89 97 104 88 91 111 111 105 98 94 103 94 91 86 1.7%
C ASSOC No. D Code Surname TM from to Breeding line C4A A4A B4A No4A Y4A Code Honey
yield
Defensive
behavior
Calmness
during
inspection
Swarming
drive
Varroa-
index
Total
breeding
value
Performance
ndex
hygienic
behaviour
Varroa
growth
Colony
strength
spring
development
over-
wintering
Chalk-
brood
CBP Nosemosis SMR Recapping Recapping
infested cells
INZW
DE 2 61 61 Ufr. Spessart 3 19.05. 28.07. AGT-Population; Z: Ahrens DE 2 221 102 2022 107 111 110 108 101 107 111 100 102 116 103 100 100 95 101 103 89 86 1.3%
DE 2 62 62 Ufr. Gramschatzer Wald 3 20.05. 29.07. AGT-Population; Z: LLH Kirchhain DE 7 45 658 2023 106 108 107 107 96 103 108 96 96 112 105 102 98 92 98 104 99 93 1.6%
DE 2 63 63 Ufr. Haßberge AGT-Toleranzbelegstelle 6 12.05. 14.07. AGT-Population; Z: Bichlmeier DE 2 326 716 2023 107 107 110 112 100 107 111 101 98 112 109 105 101 94 99 106 98 95 1.3%
DE 2 71 71 Schw. Scheppacher Forst AGT-Toleranzbelegstelle 6 15.05. 24.07. AGT-Population, Z: Frey DE 2 294 100 2022 105 102 105 101 90 97 104 89 92 119 116 109 100 93 101 100 97 90 1.3%
DE 2 72 72 Schw. Gunzesried/Ostertal 3 30.05. 25.07. AGT-Population, Z: Fischer DE 2 703 77 2022 100 107 110 99 91 98 105 91 91 109 107 109 100 94 102 95 97 93 0.8%
DE 2 73 73 Schw. Giebelhaus 3 30.05. 25.07. Z: Witt DE 2 172 1 2022 105 106 107 106 90 99 107 89 91 110 111 103 101 99 99 97 93 94 1.1%
DE 2 74 74 Schw. Bleckenau 3 29.05. 17.07. Z: Moser DE 2 363 200 2023 107 101 101 106 91 98 105 92 91 111 105 102 99 94 103 106 98 95 1.4%
DE 2 75 75 Schw. Hochgrat AGT-Toleranzbelegstelle 6 23.05. 01.08. AGT-Population, Z: Wintersperger DE 2 211 318 2023 110 109 110 110 96 105 112 96 97 117 112 108 100 95 101 95 94 93 1%
DE 4 3 Waldhof 3 27.05. 01.08. C-4-3 Waldhof DE 4 279 1 2022 104 98 98 98 71 85 100 70 72 111 109 107 98 94 101 102 96 93 0.2%
DE 4 5 Hohenheide 3 20.05. 15.07. C-4-5 Hohenheide DE 4 311 707 2024 113 103 104 110 90 101 109 91 90 114 111 109 103 94 104 93 94 94 2.9%
DE 4 7 Lattbusch 3 22.05. 17.07. 4/7/Lattbusch DE 4 301 163 2023 113 116 117 117 99 111 119 100 97 125 116 102 99 94 104 107 94 92 1.7%
DE 4 8 Schorfheide-Wildfang 3 15.05. 15.08. 90/Varoatoleranz/LIB DE 4 306 51 2023 111 101 105 105 102 105 107 102 101 118 117 104 103 96 104 102 94 95 2.5%
DE 4 10 Rotkäppchen 3 01.06. 01.08. Varoatoleranz/Rotkäppchen/4-10 DE 4 307 124 2024 127 114 115 122 106 118 124 105 106 129 127 114 103 95 105 98 96 97 2.8%
DE 6 1 Spiekeroog 2 02.06. 02.08. Carnica Troiseck Hoffmann (21) DE 6 36 31 2023 108 105 106 113 93 103 110 93 93 107 106 101 100 94 97 103 96 94 1.3%
DE 6 2 Neuwerk 2 18.05. 11.08. Carnica DE 6 1 736 2023 105 95 97 100 89 94 99 88 92 110 108 103 102 94 101 98 97 95 1.2%
DE 6 12 Neuenhof 3 13.06. 16.08. C-T 1075 DE 6 198 42 2023 108 105 107 111 96 104 109 98 95 110 108 107 99 96 101 97 98 97 1.5%
DE 6 14 Gebirgsbelegstelle Torfhaus 3 25.05. 06.07. Carnica -Celle DE 6 1 2786 2022 105 92 94 98 84 90 97 83 86 106 109 98 99 96 101 97 99 96 1.5%
DE 8 1 2 Greifswalder Oie 6 02.06. 17.06. Carnica AGT DE 15 252 1 2023 108 100 101 106 93 99 104 94 92 107 105 105 102 90 102 100 96 92 4.9%
DE 8 3 Dornbusch 2 26.06. 23.07. Carnica DE 6 90 146 2023 105 101 100 110 95 100 105 96 94 112 110 100 101 94 100 103 97 96 1.9%
DE 11 3 Inselbelegstelle Borkum 2 09.05. 18.07. Carnica Sklenar 47/9/26 DE 11 3 60 2022 94 102 101 89 82 88 96 80 85 100 99 95 103 95 100 103 96 91 0%
C ASSOC No. D Code Surname TM from to Breeding line C4A A4A B4A No4A Y4A Code Honey
yield
Defensive
behavior
Calmness
during
inspection
Swarming
drive
Varroa-
index
Total
breeding
value
Performance
ndex
hygienic
behaviour
Varroa
growth
Colony
strength
spring
development
over-
wintering
Chalk-
brood
CBP Nosemosis SMR Recapping Recapping
infested cells
INZW
DE 11 11 Erbeskopf AGT-Toleranzbelegstelle 3 26.05. 21.07. AGT-Population DE 11 171 309 2023 112 100 102 109 95 102 107 96 95 105 102 102 101 97 100 100 93 89 1.2%
DE 13 9 Naturpark Erzgebirge-Vogtland 3 29.05. 10.07. Peschetz DE 2 227 355 2023 109 106 106 112 96 104 110 95 97 116 108 104 100 96 101 94 94 94 1.5%
DE 13 11 Blockstelle 3 09.06. 21.07. Peschetz DE 13 90 672 2022 108 104 109 110 91 102 109 90 93 115 109 108 101 89 103 100 95 89 5.3%
DE 14 1 Kaiserstein 3 30.05. 27.06. DE 6 36 31 2023 108 105 106 113 93 103 110 93 93 107 106 101 100 94 97 103 96 94 1.3%
DE 15 1 Amrum 2 09.06. 21.07. C-Kombi DE 15 69 8 2022 112 101 102 105 94 101 106 92 97 110 101 98 102 94 100 98 95 93 0.9%
DE 15 3 Hamburger Hallig 2 06.06. 11.07. Carnica Sklenar DE 16 337 232 2023 106 101 101 103 86 95 103 85 88 115 113 107 99 97 100 105 96 93 0.8%
DE 15 4 Helgoland 2 13.05. 31.07. C- Kombi BALKAN DE 15 233 12 2022 110 107 108 109 88 100 110 86 91 110 110 107 101 96 101 97 95 93 0.8%
DE 15 6 List auf Sylt 2 26.05. 20.07. C-Troiseck AT 99 193 62961 2023 107 103 102 105 98 102 105 98 97 108 105 105 100 92 100 102 90 90 1.9%
DE 15 9 Puan Klent / Sylt 2 26.05. 15.08. C- Varroatoleranz DE 6 90 167 2023 106 99 98 110 96 100 104 97 96 112 110 100 101 94 100 103 97 96 1.9%
DE 16 9 Oberhof 3 30.05. 01.08. DE 2 293 66 2023 109 111 111 114 96 107 114 97 96 117 109 101 99 96 101 94 100 97 1.5%
DE 16 11 Kieferle 3 06.06. 25.07. DE 16 310 147 2023 107 103 102 106 92 100 106 91 94 110 103 98 102 91 101 103 95 92 3.5%
DE 17 3 Wangerooge 2 24.05. 29.07. Carnica Selektionslinie LIB (90) DE 6 90 170 2023 106 100 99 110 96 101 104 97 95 112 110 100 101 94 100 103 97 96 1.9%
DE 17 4 Langeoog 2 31.05. 09.08. Carnica-03 (40) DE 17 208 49 2023 102 106 106 108 94 101 107 91 99 108 104 99 99 91 101 109 95 94 3.8%
DE 17 5 AGT Varroatoleranzbelegstelle Norderney (70) 2 24.05. 26.07. Carnica Varroatoleranz (SMR) DE 7 45 658 2023 106 108 107 107 96 103 108 96 96 112 105 102 98 92 98 104 99 93 1.6%
DE 17 6 Juist 2 25.05. 26.07. Carnica Sklenar 47/9/26 (13) DE 14 21 1317 2022 104 104 105 104 85 96 105 86 86 113 112 106 98 95 100 104 97 93 0.6%
DE 19 51 Eisbachtal 3 15.05. 21.07. Carnica AGT DE 19 346 803 2023 109 105 104 104 94 101 106 94 94 114 105 106 100 96 102 95 93 93 1.4%
DE 19 52 Hasental 3 15.05. 17.07. Carnica DE 2 266 231 2023 110 100 102 104 83 95 105 83 85 114 111 107 101 93 101 95 100 92 0.5%
DE 41 1 Sächsische Schweiz 6 31.05. 05.08. Carnica Kirchhain DE 7 45 662 2023 105 105 104 105 95 101 105 94 95 115 106 103 98 93 98 106 101 96 1.6%
AT 99 6 Löhnersbach 3 02.06. 30.07. IT 20 68 1013 2024 104 101 102 100 96 99 102 96 96 111 105 106 100 93 96 98 95 95 0.9%
AT 99 7 Blühnbachtal 3 31.05. 26.07. AT 99 400 745 2023 106 102 104 107 93 100 105 93 94 111 107 107 101 95 99 104 95 95 0.9%
C ASSOC No. D Code Surname TM from to Breeding line C4A A4A B4A No4A Y4A Code Honey
yield
Defensive
behavior
Calmness
during
inspection
Swarming
drive
Varroa-
index
Total
breeding
value
Performance
ndex
hygienic
behaviour
Varroa
growth
Colony
strength
spring
development
over-
wintering
Chalk-
brood
CBP Nosemosis SMR Recapping Recapping
infested cells
INZW
AT 99 8 Kristeinertal - Osttirol 3 02.06. 28.07. AT 99 662 21 2023 103 98 100 102 94 97 101 92 96 114 108 103 102 94 100 102 95 94 1.3%
AT 99 13 Pusterwald 3 29.05. 31.07. AT 99 120 87 2023 108 109 110 106 104 108 110 103 105 106 106 111 102 93 98 105 95 96 0.8%
AT 99 16 1 Dürradmer 3 15.05. 04.06. AT 99 364 106 2023 107 107 110 113 96 105 111 97 96 113 109 107 101 95 99 103 97 95 1.4%
AT 99 16 2 Dürradmer 3 09.06. 04.08. AT 99 364 908 2023 105 105 107 110 92 101 108 92 92 106 101 100 100 93 100 101 98 94 2.3%
AT 99 17 1 Gschöder 3 15.05. 04.06. AT 99 364 121 2022 106 105 107 113 94 103 109 95 94 108 102 99 98 93 99 102 102 98 2.1%
AT 99 17 2 Gschöder 3 09.06. 04.08. AT 99 364 705 2023 107 109 110 110 93 103 111 95 92 109 105 103 99 94 99 98 99 95 1.2%
AT 99 21 Abtenau Zinkenbach 3 29.05. 28.07. AT 99 99 1 2023 107 106 110 111 94 103 110 94 95 110 107 107 104 96 98 105 96 95 0.8%
AT 99 27 Geiselgrundalm 3 29.05. 28.07. AT 99 193 62459 2023 106 108 108 104 96 103 107 96 97 108 101 106 102 97 97 103 97 97 0.7%
AT 99 38 Johannsenruhe 3 14.06. 09.08. AT 99 377 92 2023 109 111 111 108 103 109 112 101 104 112 110 110 102 95 98 107 94 99 1%
AT 99 40 Kocnatal 3 30.05. 14.08. AT 99 193 63000 2023 110 102 101 103 91 98 104 92 90 109 100 97 100 97 99 104 99 99 1.2%
AT 99 41 Radlgraben 3 01.06. 31.07. AT 99 169 223 2023 103 101 104 103 91 98 103 92 91 111 107 106 103 96 98 100 94 95 0.8%
AT 99 44 Steinberg 3 28.05. 23.07. AT 99 888 331 2023 111 110 110 112 97 107 113 96 98 114 110 106 101 96 98 106 96 97 0.8%
AT 99 45 Gößgraben 3 15.05. 31.07. AT 99 377 501 2023 105 106 106 102 106 106 105 105 107 106 106 109 102 95 98 103 97 97 0.8%
AT 99 46 Mühldorfer Ochsenalm 3 31.05. 15.08. AT 99 117 4 2023 103 102 104 102 99 102 103 100 98 111 108 109 104 95 99 96 101 100 0.7%
AT 99 48 Pöllatal 3 28.05. 31.07. AT 99 663 132 2024 104 99 101 104 95 99 103 93 97 112 107 104 101 95 99 102 95 94 1.3%
AT 99 50 Valentinalm 3 31.05. 15.08. AT 99 120 84 2023 109 112 112 107 103 109 112 102 103 106 106 111 102 94 98 105 96 97 0.8%
AT 99 56 Tratten 3 14.05. 16.07. AT 99 117 38 2023 104 108 108 103 97 103 107 97 98 105 106 108 102 95 99 102 99 100 0.8%
AT 99 58 Mühlviertler Alm 3 21.05. 30.07. AT 99 377 23 2023 108 104 105 112 98 104 109 98 98 107 107 115 101 95 99 98 96 99 1.1%
AT 99 59 Scheiterboden 3 23.05. 15.08. AT 99 671 85 2023 116 110 111 112 101 110 115 100 101 117 113 108 101 95 99 102 97 98 0.9%
AT 99 98 Seetal 3 25.05. 27.07. AT 99 377 74 2023 110 108 109 107 101 107 110 101 102 112 110 113 102 95 98 102 95 98 0.8%
C ASSOC No. D Code Surname TM from to Breeding line C4A A4A B4A No4A Y4A Code Honey
yield
Defensive
behavior
Calmness
during
inspection
Swarming
drive
Varroa-
index
Total
breeding
value
Performance
ndex
hygienic
behaviour
Varroa
growth
Colony
strength
spring
development
over-
wintering
Chalk-
brood
CBP Nosemosis SMR Recapping Recapping
infested cells
INZW
CH 51 1 Bonatchiesse 3 13.06. 01.08. CRP/48 CH 52 707 40 2023 107 98 101 103 88 95 102 88 88 115 110 101 100 97 100 97 95 92 0.3%
CH 51 3 Petit-Mont 3 23.05. 26.07. B20F1/3 CH 51 45 1893 2023 96 92 91 100 84 88 94 85 85 105 101 95 100 94 101 99 96 93 0.4%
CH 51 5 Vermeilley 3 06.06. 01.08. KT02/23 CH 51 152 5652 2022 94 97 98 100 84 90 97 82 87 106 102 91 100 94 101 99 96 93 0.3%
CH 51 6 Moiry 3 13.06. 08.08. B20x30 / 11 CH 51 36 3427 2022 97 97 98 98 84 90 97 84 86 102 99 95 100 94 101 99 96 93 0.5%
CH 51 7 Toules 3 06.06. 01.08. CRP/48 CH 52 707 40 2023 107 98 101 103 88 95 102 88 88 115 110 101 100 97 100 97 95 92 0.3%
CH 51 8 Hongrin 3 30.05. 01.08. KL 14 / 50 CH 51 91 4677 2023 99 96 97 101 90 94 98 89 91 105 101 95 100 95 101 99 96 93 0.4%
CH 51 21 Mont-Dar 3 30.05. 25.07. S91 CH 51 78 9810 2023 99 91 92 100 85 89 95 84 86 107 105 100 101 94 101 99 96 93 0.4%
CH 51 22 SADE 3 16.05. 01.08. GB10 / 22 CH 51 206 903 2024 94 92 93 99 85 88 94 86 84 101 100 93 100 94 100 100 97 94 0.5%
CH 51 51 Grande-Enne 3 14.05. 06.06. 01P / 6 CH 51 10 4636 2023 102 93 93 98 85 90 96 84 87 104 108 101 100 95 101 99 96 93 0.5%
CH 52 5 Greina 3 13.06. 31.07. DE 19 186 21 2022 97 101 99 102 97 98 100 97 96 104 102 98 95 93 100 99 105 101 1.8%
CH 52 7 Justistal 3 26.05. 31.07. DE 1 45 172 2022 101 107 107 106 99 103 106 100 97 104 102 100 93 95 99 98 110 105 1.9%
CH 52 9 Hochgebirgsbelegstelle S-charl 3 13.06. 26.07. DE 16 337 224 2023 107 102 103 106 87 97 105 87 87 115 113 107 99 97 100 105 97 93 0.8%
CH 52 39 Nessleren 3 30.05. 29.07. CH 52 707 36 2022 104 100 102 106 85 95 104 85 86 115 108 98 101 96 100 97 95 93 0.4%
IT 4 1 Val Genova (TN) 3 06.06. 31.07. Kirchhain IT 20 106 84 2022 101 97 99 99 92 95 99 93 92 112 104 101 101 94 101 97 97 94 1.3%
IT 20 3 Pederü 3 27.05. 13.06. IT 20 108 9044 2023 113 104 105 110 100 106 110 99 101 113 111 114 102 96 101 97 97 95 1.2%
NL 55 2 Vlieland 2 06.06. 05.07. NL 55 55 41 2023 105 107 107 106 89 99 107 90 89 106 105 99 100 92 100 101 96 92 2.6%

Notice

The inbreeding coefficient refers to the workers of the planned colony. The inbreeding coefficient of the queen only depends on the mother colony and is 4.93 %.

Click on queen code shows pedigree, breeding values and inbreeding coefficients.

The total breeding values is calculated using the given weighting factors.

Only island and line mating stations with a registered 4a, subjected to breeding values estimation are displayed. For a full list of mating stations, see Allocation of mating stations.

The breeding record data is the responsibility of the state associations !

Use of genetic evaluation data for publications or commercial purposes is subject to permission by the Institute for Bee Research Hohen Neuendorf, Germany, Länderinstitut für Bienenkunde Hohen Neuendorf e.V.

The performance index is composed of the breeding value for honey yield, gentleness, calmness and swarming tendency in equal proportions.

For suggestions and comments use our contact form, please.

Legend

TM
Type of mating station
1 - Insemination station with fixed 4a
2 - Island mating station
3 - line mating station
4 - race mating station
6 - tolerance mating station
TBV
Total breeding value
INZW
Inbreeding coefficient of planned offspring