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Economic implications of
rearing dairy young stock :
       The estimation of total costs with special
       attention to Bovine respiratory disease and
       Calf scours



Norhariani Mohd Nor

      Supervisors:
      Henk Hogeveen
      Wilma Steeneveld
      Monique Mourits
BACKGROUND OF THE STUDY
 Farmers are unaware of the total costs of young stock
  rearing

 Rearing period is long, on average 26 months (CRV, 2009)

 Young stock rearing costs
•   Involved uncertainties in diseases occurrences, variation in growth
    and uncertainty in reproduction

 Calf diseases of interest
•   Calf scours
•   Bovine respiratory disease (BRD):
OBJECTIVE
To estimate the total costs of rearing a young stock at calf
level using a simulation model that accounts for
•uncertainty related to important calf diseases
•variation in growth
•uncertainty in reproduction           “This always stops
                                          the scours.
                                          Trouble is I have to
                                          stay here so long”
MATERIALS AND METHODS

 Dynamic, stochastic Monte Carlo simulation model of calf
  life

 Calculation of the total cost of rearing young stock for
  each simulated heifer calf from 2 weeks of age until
   • First calving age
   • Reproductive failure
   • Dead
DEFINITION
 Calf scours
   • From literature;
       • scours, diarrhea, enteritis, navel ill, omphalophlebitis and umbilical
         infection
       • from 2 weeks until 3 months of age.



 Bovine respiratory disease (BRD)
   • From literature
       • calf pneumonia from 2 weeks to 3 months of age.
       • BRD after 3 months of age where parasitic infections were excluded and
         only occur during the winter season.
MATERIALS
 Inputs/ Information
   • Diseases incidence , probability of cure, % repeated cases and case
     fatality risk
   • Growth curve , growth loss and net energy
   • Estrus detection rate and conception rate
   • Prices
        Healthcare, feed, artificial insemination, barn, labour, heifer calf price, heifer
         price, carcass removal


 Sources
   • Literature [diseases (10), growth (3), reproduction(2)]
   • Expertise (3 experts: Veterinary and Nutritionist)
YOUNGSTOCK LIFE
  Age          States        Growth

2 weeks        Healthy




 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours




 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours




 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours




 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours


4 weeks    Healthy
                     Calf      BRD   Died
                     scours



 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours


4 weeks    Healthy
                     Calf      BRD   Died
                     scours



 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours


4 weeks    Healthy
                     Calf      BRD   Died
                     scours



 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours


4 weeks    Healthy
                     Calf      BRD   Died
                     scours



 Healthy
YOUNGSTOCK LIFE
  Age                States                 Growth

2 weeks              Healthy


           Healthy   Calf      BRD   Died
3 weeks
                     scours


4 weeks    Healthy
                     Calf      BRD   Died
                     scours



 Healthy
YOUNGSTOCK LIFE
      Age                     States                 Growth

   2 weeks                    Healthy


                    Healthy   Calf      BRD   Died
   3 weeks
                              scours


   4 weeks          Healthy
                              Calf      BRD   Died
                              scours


                              Calf      BRD   Died
     Healthy        Healthy
                              scours


                              Calf      BRD   Died
First calving age   Healthy
                              scours
or culling age
YOUNGSTOCK LIFE
      Age                     States                 Growth

   2 weeks                    Healthy


                    Healthy   Calf      BRD   Died   Growth loss
   3 weeks
                              scours


   4 weeks          Healthy
                              Calf      BRD   Died   Growth loss
                              scours


                              Calf      BRD   Died
     Healthy        Healthy                          Growth loss
                              scours


                              Calf      BRD   Died
First calving age   Healthy                          Growth loss
                              scours
or culling age
NON ECONOMIC OUTPUT
Output variables                 Average   5% 95%

Birth weight (kg)                  46      44    49
Weaning weight (kg)                82      79       86
Artificial inseminations times      2        1       3

Pregnancy weight (month)           382     361   424

First calving age (month)          25      24       27

First calving weight (kg)          542     521   565
                                   20       18      21
Culling age (month)
Death age (days)                   57      28    210
NON ECONOMIC OUTPUT
Output variables                 Average   5% 95%

Birth weight (kg)                  46      44       49
Weaning weight (kg)                82      79       86

Artificial inseminations times      2        1       3

Pregnancy weight (month)           382     361   424

First calving age (month)          25      24    27
First calving weight (kg)          542     521   565
Culling age (month)                20       18      21

Death age (days)                   57      28    210
NON ECONOMIC OUTPUT
Output variables                 Average    5% 95%

Birth weight (kg)                  46       44       49
Weaning weight (kg)                82       79       86
Artificial inseminations times      2        1        3
Pregnancy weight (month)           382     361   424
First calving age (month)          25       24       27
First calving weight (kg)         542      521   565
Culling age (month)                20       18       21
Death age (days)                   57       28    210
NON ECONOMIC OUTPUT
Output variables                 Average   5% 95%

Birth weight (kg)                  46      44       49
Weaning weight (kg)                82      79       86
Artificial inseminations times      2        1       3
Pregnancy weight (month)           382     361   424

First calving age (month)          25      24       27

First calving weight (kg)          542     521   565

Culling age (month)                20       18      21
Death age (days)                   57      28    210
AVERAGE TOTAL COSTS OF
     REARING A HEIFER
Input variables               Average (€) 5%    95%
Heifer calf price                 55        -      -
Prevention                        27        -      -
Farmer’s treatment                9        0     36
Veterinary treatment              12       0    186
Feed                             698     659    778
Labor                            499     475    533
Breeding                          40      27     81
Barn                             180     176    198
Corrected for death and           47        -      -
reproduction failures

Average total rearing costs     1567   1427 1715
AVERAGE TOTAL COSTS OF
     REARING A HEIFER
Input variables               Average (€)   5%     95%
Heifer calf price                55            -      -
Prevention                       27            -      -
Farmer’s treatment               9            0     36
Veterinary treatment             12           0    186
Feed                            698         659 778
Labor                            499        475    533
Breeding                          40         27     81
Barn                             180        176    198
Corrected for death and           47           -      -
reproduction failures
Average total rearing costs     1567        1427   1715
AVERAGE TOTAL COSTS OF
     REARING A HEIFER
Input variables               Average (€) 5%    95%
Heifer calf price                 55        -      -
Prevention                        27        -      -
Farmer’s treatment                9        0     36
Veterinary treatment              12       0    186
Feed                             698     659    778
Labor                           499     475 533
Breeding                          40      27     81
Barn                             180     176    198
Corrected for death and           47        -      -
reproduction failures

Average total rearing costs     1567     1427   1715
AVERAGE TOTAL COSTS OF
     REARING A HEIFER
Input variables               Average (€) 5%    95%
Heifer calf price                55         -      -
Prevention                       27         -      -
Farmer’s treatment               9         0 36
Veterinary treatment             12        0 186
Feed                             698     659    778
Labor                            499     475    533
Breeding                          40      27     81
Barn                             180     176    198
Corrected for death and           47        -      -
reproduction failures
Average total rearing costs     1567     1427   1715
NON ECONOMIC OUTPUT
           SENSITIVITY ANALYSIS
                              Input    %        %      Average first    Average first
                              change   Dead   Culled   calving age     calving weight
                                                           (mo)              (kg)
Default
                                       6.1    3.0        24.7              542
Diseases Incidence
 Calf scours
                              +8%      14.8    2.8        24.7             542
                              -8%      1.9     3.1        24.7             542
 Bovine respiratory disease   +0.5%    8.4     2.9        24.7             542
                              -0.5%    4.9     3.2        24.7             542
Growth
 Slow growing                 -10%     6.1     3.2        26.7             501
 Fast growing                 +10%     5.9     3.0        24.4             595
NON ECONOMIC OUTPUT
           SENSITIVITY ANALYSIS
                              Input    %        %      Average first    Average first
                              change   Dead   Culled   calving age     calving weight
                                                           (mo)              (kg)
Default                                6.1     3.0        24.7             542
Diseases Incidence
 Calf scours                  +8%      14.8 2.8          24.7              542
                              -8%      1.9  3.1          24.7              542
 Bovine respiratory disease   +0.5%    8.4     2.9        24.7             542
                              -0.5%    4.9     3.2        24.7             542
Growth
 Slow growing                 -10%     6.1     3.2        26.7             501
 Fast growing                 +10%     5.9     3.0        24.4             595
NON ECONOMIC OUTPUT
           SENSITIVITY ANALYSIS
                              Input    %        %      Average first    Average first
                              change   Dead   Culled   calving age     calving weight
                                                           (mo)              (kg)
Default                                6.1     3.0        24.7             542
Diseases Incidence
 Calf scours
                              +8%      14.8    2.8        24.7             542

 Bovine respiratory disease   +0.5% 8.4 2.9              24.7              542
                              -0.5% 4.9 3.2              24.7              542
Growth
 Slow growing                 -10%     6.1     3.2        26.7             501
 Fast growing                 +10%     5.9     3.0        24.4             595
NON ECONOMIC OUTPUT
           SENSITIVITY ANALYSIS
                              Input    %        %      Average first    Average first
                              change   Dead   Culled   calving age     calving weight
                                                           (mo)              (kg)
Default                                6.1     3.0        24.7             542
Diseases Incidence
 Calf scours
                              +8%      14.8    2.8        24.7             542
                              -8%      1.9     3.1        24.7             542
 Bovine respiratory disease   +0.5%    8.4     2.9        24.7             542
                              -0.5%    4.9     3.2        24.7             542
Growth
 Slow growing                 -10% 6.1        3.2        26.7              501
 Fast growing                 +10%     5.9     3.0        24.4             595
NON ECONOMIC OUTPUT
           SENSITIVITY ANALYSIS
                              Input    %        %      Average first    Average first
                              change   Dead   Culled   calving age     calving weight
                                                           (mo)              (kg)
Default                                6.1     3.0        24.7             542
Diseases Incidence
 Calf scours
                              +8%      14.8    2.8        24.7             542
                              -8%      1.9     3.1        24.7             542
 Bovine respiratory disease   +0.5%    8.4     2.9        24.7             542
                              -0.5%    4.9     3.2        24.7             542
Growth
 Slow growing                 -10%     6.1     3.2        26.7             501
 Fast growing
                              +10% 5.9        3.0        24.4              595
ECONOMIC OUTPUT
       SENSITIVITY ANALYSIS




Calf scours incidence +8%
Calf scours incidence -8%
ECONOMIC OUTPUT
        SENSITIVITY ANALYSIS




     BRD incidence +0.5%
     BRD incidence -0.5%
Calf scours incidence +8%
ECONOMIC OUTPUT
        SENSITIVITY ANALYSIS



            Fast growing


     BRD incidence +0.5%


Calf scours incidence +8%
DISCUSSION
 Total costs at standardized dairy farms (€1567 per
  successfully reared heifer)

 Disease and growth was included in detailed manner
   • However some inputs are difficult to find


 Impact of our assumptions
   •   Mortality risk 6.1% (2 weeks to first calving age)
   •   Average first calving age and weight not affected by disease
   •   Average healthcare costs is minor (3% of total costs)
   •   Total costs when diseased at least once (20% of simulated
       heifers) is higher by €95 per successfully reared heifer
CONCLUSIONS
 Successfully estimated total costs of rearing a young
  stock as €1567 (€ 1427 - € 1715).

 Model developed is a tool that is now available to
  provide insights for dairy farmers with respect to
  cost-efficiency of their own rearing management.
MORE INFORMATION
Mohd Nor, N., W. Steeneveld, M. C. M. Mourits, and H.
Hogeveen. 2012.
Estimating the costs of rearing young dairy cattle in the
Netherlands using a simulation model that accounts for
uncertainty related to diseases.
Prev. Vet. Med.
http://dx.doi.org/10.1016/j.prevetmed.2012.03.004
Thank you for your attention!

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The total cost of rearing a heifer in the Netherlands

  • 1. Economic implications of rearing dairy young stock : The estimation of total costs with special attention to Bovine respiratory disease and Calf scours Norhariani Mohd Nor Supervisors: Henk Hogeveen Wilma Steeneveld Monique Mourits
  • 2. BACKGROUND OF THE STUDY  Farmers are unaware of the total costs of young stock rearing  Rearing period is long, on average 26 months (CRV, 2009)  Young stock rearing costs • Involved uncertainties in diseases occurrences, variation in growth and uncertainty in reproduction  Calf diseases of interest • Calf scours • Bovine respiratory disease (BRD):
  • 3. OBJECTIVE To estimate the total costs of rearing a young stock at calf level using a simulation model that accounts for •uncertainty related to important calf diseases •variation in growth •uncertainty in reproduction “This always stops the scours. Trouble is I have to stay here so long”
  • 4. MATERIALS AND METHODS  Dynamic, stochastic Monte Carlo simulation model of calf life  Calculation of the total cost of rearing young stock for each simulated heifer calf from 2 weeks of age until • First calving age • Reproductive failure • Dead
  • 5. DEFINITION  Calf scours • From literature; • scours, diarrhea, enteritis, navel ill, omphalophlebitis and umbilical infection • from 2 weeks until 3 months of age.  Bovine respiratory disease (BRD) • From literature • calf pneumonia from 2 weeks to 3 months of age. • BRD after 3 months of age where parasitic infections were excluded and only occur during the winter season.
  • 6. MATERIALS  Inputs/ Information • Diseases incidence , probability of cure, % repeated cases and case fatality risk • Growth curve , growth loss and net energy • Estrus detection rate and conception rate • Prices  Healthcare, feed, artificial insemination, barn, labour, heifer calf price, heifer price, carcass removal  Sources • Literature [diseases (10), growth (3), reproduction(2)] • Expertise (3 experts: Veterinary and Nutritionist)
  • 7. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy
  • 8. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours Healthy
  • 9. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours Healthy
  • 10. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours Healthy
  • 11. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours 4 weeks Healthy Calf BRD Died scours Healthy
  • 12. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours 4 weeks Healthy Calf BRD Died scours Healthy
  • 13. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours 4 weeks Healthy Calf BRD Died scours Healthy
  • 14. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours 4 weeks Healthy Calf BRD Died scours Healthy
  • 15. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours 4 weeks Healthy Calf BRD Died scours Healthy
  • 16. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died 3 weeks scours 4 weeks Healthy Calf BRD Died scours Calf BRD Died Healthy Healthy scours Calf BRD Died First calving age Healthy scours or culling age
  • 17. YOUNGSTOCK LIFE Age States Growth 2 weeks Healthy Healthy Calf BRD Died Growth loss 3 weeks scours 4 weeks Healthy Calf BRD Died Growth loss scours Calf BRD Died Healthy Healthy Growth loss scours Calf BRD Died First calving age Healthy Growth loss scours or culling age
  • 18. NON ECONOMIC OUTPUT Output variables Average 5% 95% Birth weight (kg) 46 44 49 Weaning weight (kg) 82 79 86 Artificial inseminations times 2 1 3 Pregnancy weight (month) 382 361 424 First calving age (month) 25 24 27 First calving weight (kg) 542 521 565 20 18 21 Culling age (month) Death age (days) 57 28 210
  • 19. NON ECONOMIC OUTPUT Output variables Average 5% 95% Birth weight (kg) 46 44 49 Weaning weight (kg) 82 79 86 Artificial inseminations times 2 1 3 Pregnancy weight (month) 382 361 424 First calving age (month) 25 24 27 First calving weight (kg) 542 521 565 Culling age (month) 20 18 21 Death age (days) 57 28 210
  • 20. NON ECONOMIC OUTPUT Output variables Average 5% 95% Birth weight (kg) 46 44 49 Weaning weight (kg) 82 79 86 Artificial inseminations times 2 1 3 Pregnancy weight (month) 382 361 424 First calving age (month) 25 24 27 First calving weight (kg) 542 521 565 Culling age (month) 20 18 21 Death age (days) 57 28 210
  • 21. NON ECONOMIC OUTPUT Output variables Average 5% 95% Birth weight (kg) 46 44 49 Weaning weight (kg) 82 79 86 Artificial inseminations times 2 1 3 Pregnancy weight (month) 382 361 424 First calving age (month) 25 24 27 First calving weight (kg) 542 521 565 Culling age (month) 20 18 21 Death age (days) 57 28 210
  • 22. AVERAGE TOTAL COSTS OF REARING A HEIFER Input variables Average (€) 5% 95% Heifer calf price 55 - - Prevention 27 - - Farmer’s treatment 9 0 36 Veterinary treatment 12 0 186 Feed 698 659 778 Labor 499 475 533 Breeding 40 27 81 Barn 180 176 198 Corrected for death and 47 - - reproduction failures Average total rearing costs 1567 1427 1715
  • 23. AVERAGE TOTAL COSTS OF REARING A HEIFER Input variables Average (€) 5% 95% Heifer calf price 55 - - Prevention 27 - - Farmer’s treatment 9 0 36 Veterinary treatment 12 0 186 Feed 698 659 778 Labor 499 475 533 Breeding 40 27 81 Barn 180 176 198 Corrected for death and 47 - - reproduction failures Average total rearing costs 1567 1427 1715
  • 24. AVERAGE TOTAL COSTS OF REARING A HEIFER Input variables Average (€) 5% 95% Heifer calf price 55 - - Prevention 27 - - Farmer’s treatment 9 0 36 Veterinary treatment 12 0 186 Feed 698 659 778 Labor 499 475 533 Breeding 40 27 81 Barn 180 176 198 Corrected for death and 47 - - reproduction failures Average total rearing costs 1567 1427 1715
  • 25. AVERAGE TOTAL COSTS OF REARING A HEIFER Input variables Average (€) 5% 95% Heifer calf price 55 - - Prevention 27 - - Farmer’s treatment 9 0 36 Veterinary treatment 12 0 186 Feed 698 659 778 Labor 499 475 533 Breeding 40 27 81 Barn 180 176 198 Corrected for death and 47 - - reproduction failures Average total rearing costs 1567 1427 1715
  • 26. NON ECONOMIC OUTPUT SENSITIVITY ANALYSIS Input % % Average first Average first change Dead Culled calving age calving weight (mo) (kg) Default 6.1 3.0 24.7 542 Diseases Incidence Calf scours +8% 14.8 2.8 24.7 542 -8% 1.9 3.1 24.7 542 Bovine respiratory disease +0.5% 8.4 2.9 24.7 542 -0.5% 4.9 3.2 24.7 542 Growth Slow growing -10% 6.1 3.2 26.7 501 Fast growing +10% 5.9 3.0 24.4 595
  • 27. NON ECONOMIC OUTPUT SENSITIVITY ANALYSIS Input % % Average first Average first change Dead Culled calving age calving weight (mo) (kg) Default 6.1 3.0 24.7 542 Diseases Incidence Calf scours +8% 14.8 2.8 24.7 542 -8% 1.9 3.1 24.7 542 Bovine respiratory disease +0.5% 8.4 2.9 24.7 542 -0.5% 4.9 3.2 24.7 542 Growth Slow growing -10% 6.1 3.2 26.7 501 Fast growing +10% 5.9 3.0 24.4 595
  • 28. NON ECONOMIC OUTPUT SENSITIVITY ANALYSIS Input % % Average first Average first change Dead Culled calving age calving weight (mo) (kg) Default 6.1 3.0 24.7 542 Diseases Incidence Calf scours +8% 14.8 2.8 24.7 542 Bovine respiratory disease +0.5% 8.4 2.9 24.7 542 -0.5% 4.9 3.2 24.7 542 Growth Slow growing -10% 6.1 3.2 26.7 501 Fast growing +10% 5.9 3.0 24.4 595
  • 29. NON ECONOMIC OUTPUT SENSITIVITY ANALYSIS Input % % Average first Average first change Dead Culled calving age calving weight (mo) (kg) Default 6.1 3.0 24.7 542 Diseases Incidence Calf scours +8% 14.8 2.8 24.7 542 -8% 1.9 3.1 24.7 542 Bovine respiratory disease +0.5% 8.4 2.9 24.7 542 -0.5% 4.9 3.2 24.7 542 Growth Slow growing -10% 6.1 3.2 26.7 501 Fast growing +10% 5.9 3.0 24.4 595
  • 30. NON ECONOMIC OUTPUT SENSITIVITY ANALYSIS Input % % Average first Average first change Dead Culled calving age calving weight (mo) (kg) Default 6.1 3.0 24.7 542 Diseases Incidence Calf scours +8% 14.8 2.8 24.7 542 -8% 1.9 3.1 24.7 542 Bovine respiratory disease +0.5% 8.4 2.9 24.7 542 -0.5% 4.9 3.2 24.7 542 Growth Slow growing -10% 6.1 3.2 26.7 501 Fast growing +10% 5.9 3.0 24.4 595
  • 31. ECONOMIC OUTPUT SENSITIVITY ANALYSIS Calf scours incidence +8% Calf scours incidence -8%
  • 32. ECONOMIC OUTPUT SENSITIVITY ANALYSIS BRD incidence +0.5% BRD incidence -0.5% Calf scours incidence +8%
  • 33. ECONOMIC OUTPUT SENSITIVITY ANALYSIS Fast growing BRD incidence +0.5% Calf scours incidence +8%
  • 34. DISCUSSION  Total costs at standardized dairy farms (€1567 per successfully reared heifer)  Disease and growth was included in detailed manner • However some inputs are difficult to find  Impact of our assumptions • Mortality risk 6.1% (2 weeks to first calving age) • Average first calving age and weight not affected by disease • Average healthcare costs is minor (3% of total costs) • Total costs when diseased at least once (20% of simulated heifers) is higher by €95 per successfully reared heifer
  • 35. CONCLUSIONS  Successfully estimated total costs of rearing a young stock as €1567 (€ 1427 - € 1715).  Model developed is a tool that is now available to provide insights for dairy farmers with respect to cost-efficiency of their own rearing management.
  • 36. MORE INFORMATION Mohd Nor, N., W. Steeneveld, M. C. M. Mourits, and H. Hogeveen. 2012. Estimating the costs of rearing young dairy cattle in the Netherlands using a simulation model that accounts for uncertainty related to diseases. Prev. Vet. Med. http://dx.doi.org/10.1016/j.prevetmed.2012.03.004
  • 37. Thank you for your attention!

Editor's Notes

  1. Young stock raising is important in dairy farm because it provides future replacement heifer. But farmers are known to care more on dairy cows and in contrast less attention is given towards improving the young stock raising for example optimizing its activity. Young stock raising is expensive, and knowing the total cost can be the first step before trying to find the optimal young stock raising.
  2. Please say something about Dutch farm Also please say something about standardized farms=farms that practice good management
  3. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  4. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  5. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  6. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  7. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  8. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  9. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  10. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  11. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  12. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  13. For 94% of young stock The aim is to tell that there is a lot of information needed at every age period of their life.
  14. Sensitivity analysis was performed for disease incidence, case fatality,
  15. Standardized farm; farm good practce