SlideShare una empresa de Scribd logo
1 de 34
Safe and effective animal movement

M. J. Ritter, M. A. Klassen, N. S. Pudenz, P. J. Rincker, and S. N. Carr
              Elanco Animal Health, Greenfield, IN, USA


                           Iowa Pork Congress
                              Des Moines, IA
                             January 26, 2012
                                                               USSBUNON00083
Areas to Discuss
• Importance of pre-harvest handling
   –   Transport losses in market weight pigs
   –   Carcass bruising and trim loss
   –   Pork quality defects
   –   Economic implications

• Discuss pre-disposing factors for transport losses

• What can you do to reduce transport losses?


                                                       USSBUNON00083
Importance of Pre-harvest Handling
• Humane handling is the right thing to do, and it is the
  responsibility of every handler to ensure all pigs are
  handled and transported in a humane manner

• Pre-harvest handling has important implications for
  animal well-being and economics

• Pig handling / transport methods can impact:
   – Transport losses at the packing plant
   – Carcass bruising and trim loss
   – Fresh pork quality traits

                               Photo provided by: Pork Magazine
                                                                  USSBUNON00083
Transport Losses: Definitions
• Dead on arrival (DOA):
  – A pig that died during transport

• Dead in Yard (DIY) or Dead in Pen (DIP)
  – A pig that died after unloading (usually in the lairage pen)

• Non-ambulatory pig:
  – A pig unable to move or keep up with contemporaries
  – Subjects, slows, suspects, cripples, and stressors

• Transport losses:
  – The sum of dead and non-ambulatory pigs at the plant

                                                             USSBUNON00083
Classifying Non-ambulatory Pigs




              Fatigued                                                                         Injured
           (Stress related)                                                           (Structure/injury related)


Ellis, M., F. McKeith, and M. Ritter. 2004. Handling Non-Ambulatory Pigs. Proceedings of the International Meat Animal Welfare
Research Conference, Kansas City, MO.
                                                                                                                                 USSBUNON00083
The Fatigued Pig Syndrome
       • Signs of acute stress
               –    Open mouth breathing
               –    Skin discoloration
               –    Abnormal vocalizations
               –    Muscle tremors

       • Metabolic state of acidosis
               – High blood lactic acid (32.2 vs. 11.1 mmol/L)
               – Low blood pH (7.11 vs. 7.35)
               – High body temperature?

       • Majority recover with 2-3 h rest

       • 98% are HAL-1843 negative
Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J. Hill, J. Marchant-Forde, P.
Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T. Whiting, B. Wolter, S. R. Niekamp, and A. K. Johnson.
2009. Transport losses in market weight pigs: I. A review of definitions, incidence and economic impact. Professional Animal Scientist. 25:404-414.
Ritter, M. J., M. Ellis, G. R. Hollis, F. K. McKeith, D. G. Orellana, P. Van Genugten, and J. M. Schlipf. 2008. The frequency of the HAL-1843
mutation of the RYR gene in dead and non-ambulatory/non-injured pigs on arrival at the packing plant. J. Anim. Sci. 86:511-514.                         USSBUNON00083
Yearly Incidence of Dead Pigs at
USDA Inspected Plants (1991-2010)




FSIS.   2007.   Market swine condemned   ante-mortem for deads in USDA inspected plants for the calendar years of 1991 to 2006. FOIA Case #07-148.
FSIS.   2008.   Market swine condemned   ante-mortem for deads in USDA inspected plants for the calendar year of 2007. FOIA Case #08-120.
FSIS.   2009.   Market swine condemned   ante-mortem for deads in USDA inspected plants for the calendar year of 2008. FOIA Case #09-00071.
FSIS.   2010.   Market swine condemned   ante-mortem for deads in USDA inspected plants for the calendar year of 2009. FOIA Case #10-148.
FSIS.   2011.   Market swine condemned   ante-mortem for deads in USDA inspected plants for the calendar year of 2010. FOIA Case #10-69.         USSBUNON00083
Non-ambulatory Pigs at the Plant
• National statistics are not available for non-ambulatory pigs

• A summary of 23 commercial field trials (2000-2007)
    – 6,660,569 market weight pigs
    – 39,572 trailer loads of pigs


              Plant Losses                                       Mean                 Minimum Maximum
              Deads, %                                           0.25                   0.00    0.77
              Non-ambulatory, %                                  0.44                   0.11    2.34
              Total losses, %                                    0.69                   0.14    2.39

              ~1 pig per load dies or becomes non-ambulatory at the plant
   Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J.
   Hill, J. Marchant-Forde, P. Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T.
   Whiting, B. Wolter, S. R. Niekamp, and A. K. Johnson. 2009. Transport losses in market weight pigs: I. A review of
   definitions, incidence and economic impact. Professional Animal Scientist. 25:404-414.                                          USSBUNON00083
Carcass Bruising and Trim Loss



                                                             (Photos courtesy of Lonergan et al., 2006)



 • Carcass bruising can be caused by:
          –    Rough handling
          –    Poorly maintained facilities
          –    Overcrowding pigs during transport
          –    Fighting
Lonergan, S., E. Huff-Lonergan, and A. Johnson. 2006. Pork Quality. Proceedings of the Animal Care and Handling Conference, Overland Park, KS.
Faucitano, L. 2001. Causes of skin damage to pig carcasses. Can. J. Anm. Sci. 81:39-45.
Barton Gade, P. 1997. The effect of pre-slaughter handling on meat quality in pigs. Pages 100-123 in Manipulating Pig Production. P. D.
Cranwell, ed. Australasian Pig Science Association, Victoria, Australia.
                                                                                                                                             USSBUNON00083
Variation in Fresh Pork Quality




        PSE                     Normal                         DFD
Pale, soft, exudative   Red, firm, non-exudative           Dark, firm, dry


                         Photo provided by Floyd McKeith
                                                                     USSBUNON00083
Pre-harvest Stress and Pork Quality
• Long term stress  DFD pork
      – Low muscle energy (glycogen)
      – Normal rate of pH decline
      – Meat has high ultimate pH


• Short term stress  PSE pork
      – Elevated body temperature
      – Metabolic acidosis (high lactic acid)
      – Increased rate of muscle pH decline

Gregory, N. G. 1994. Preslaughter handling, stunning and slaughter. Meat Sci. 36:45-56.
Buege, D. 1998. Variation in pork lean quality. National Pork Board. Des Moines, IA. Available:
http://www.meatscience.org/Pubs/factsheets/q-variationinporklean.pdf Accessed December 4, 2008.
                                                                                                  USSBUNON00083
Economic Implications




Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J. Hill, J. Marchant-
Forde, P. Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T. Whiting, B. Wolter, S. R.
Niekamp, and A. K. Johnson. 2009. Transport losses in market weight pigs: I. a review of definitions, incidence and economic impact.
Professional Animal Scientist. 25:404-414.
Stetzer, A. J. and F. K. McKeith. 2003. Quantitative strategies and opportunities to improve quality: phase I. In Benchmarking value in
the pork supply chain: quantitative strategies and opportunities to improve quality, American Meat Science Association, Savoy, IL.
                                                                                                                                               USSBUNON00083
Pre-disposing Factors for Transport Losses

• Transport losses are a multi-factorial problem

• It is well established that transport losses are impacted by:
   – HAL-1843 mutation (stress gene)
   – Handling methods
   – Facility design
   – Crowding pigs during transport
   – Extreme weather conditions

  Ritter, M. J. 2008. A review of transport losses in market weight pigs. Page 6 in Proceedings of the Midwest Animal Science
  Meetings, Des Moines, IA.
                                                                                                                                USSBUNON00083
Handling Tool
• McGlone et al., 2004
   – Evaluated moving pigs with a sorting board, an electric prod, or a paddle.
                               160
                               140
                                                                  b                     b
                               120
                                            a
                   Time, sec




                               100
                                80
                                60
                                40
                                20
                                 0
                                         Board            Electric prod             Paddle

                                                        Moving device

   – Concluded that a sorting board is the single most effective handling device
   – Therefore, all handlers should use a sorting board when moving pigs
              McGlone, J. J., R. L. McPherson, and D. L. Anderson. 2004. Case study: moving devices for finishing pigs:
              Efficacy of electric prod, board, paddle, or flag. The Professional Animal Scientist. 20:518-523.
                                                                                                                          USSBUNON00083
Handling Intensity
• Gonyou, unpublished data
                    40
                                                                                         34.0
                    35

                    30
 Fatigued Pigs, %




                    25

                    20
                                                          15.0
                    15

                    10

                    5          2.0
                    0
                         Gentle Handling     Aggressive Handling                Aggressive Handling

                          with Paddles               with Paddles                   with Hot Shots


                                           Elanco Trial #AF7CA0101. Data on file.
                                                                                                      USSBUNON00083
Minimal Electric Prod Use?
• Ritter et al., 2008
   –   Moved 48 market pigs individually through a 164 ft course
   –   Compared 0 (paddles) vs. 2 vs. 4 shocks from a hot shot
   –   Pigs were allowed to move at their own pace
   –   Shock duration was ≤ 1 second

                                                                             Handling Treatment
       Post-handling Values                                            0 Shocks 2 Shocks 4 Shocks
       Body Temperature, °F                                               102.6a                  102.9ab                 103.3b
       Blood Lactic Acid, mmol/L                                          4.96a                    5.30a                  6.84b
                          a,b
                                Means with different superscripts differ (P < 0.05)

   Ritter, M, J., M. Ellis, C. M. Murphy, B. A. Peterson, and A. Rojo. 2008. Effects of handling intensity, distance
   moved, and transport floor space on the stress responses of market weight pigs. J. Anim. Sci. 86(E-Suppl. 3): 43. (Abstr.)
                                                                                                                                   USSBUNON00083
Group Size During Loading
• Used 45 loads to compare loading pigs (BW = 119.9 kg)
  in groups of 4 vs. 8 when moved through a 76 cm aisle
                            2.0%
                                     P < 0.01                             P < 0.05                              P < 0.01
      Pigs Transported, %




                            1.6%
                                                                                                                           1.26%
                            1.2%

                                                                                     0.70%
                            0.8%                 0.56%                                                      0.55%
                                                                      0.36%
                            0.4%   0.19%


                            0.0%
                                        Dead                        Non-ambulatory                           Total Losses
                                                              Groups of 4             Groups of 8

   Berry, N. L., M. Ritter, E. Brunton, W. Stremsterfer, B. Hoag, J. Wolfe, N. Fitzgerald, M. Porth, D. Delaney, and T. Weldon. 2009.
   Effects of moving market weight pigs in different group sizes during loading on stress responses and transport losses at the packing
   plant. Page 5 in Proceedings of the Midwest Animal Science Meetings, Des Moines, IA.                                                   USSBUNON00083
Handling Summary

• The single most effective handling tool is a sorting board

• Stress responses are minimized when pigs are:
   – Moved at a slow and calm pace

   – Moved in small groups

   – Moved with paddles or with ≤ 2 shocks/pig from an electric prod




                                                               USSBUNON00083
Facility Design
• Used 33 loads to compare small pens (32
  pigs/pen), not pre-sorted vs. large pens (192
  pigs/pen), pre-sorted
      1.2%                                  P < 0.01
      Pigs Transported, %




                                                                              P < 0.05                          0.89%
                            1.0%

                            0.8%                                           0.66%

                            0.6%         P < 0.01
                                                                                       0.29%                                  0.30%
                            0.4%       0.23%
                            0.2%                  0.01%
                            0.0%
                                         Dead                      Non-ambulatory                           Total Losses
                                   Small pens, not pre-sorted                       Large pens, pre-sorted

 Johnson, A. K., L. J. Sadler, L. M. Gesing, C. Feuerbach, H. Hill, M. Faga, R. Bailey, K. J. Stalder, and M. J. Ritter. 2010. Effects of
 facility system design on the stress responses and market losses of market weight pigs during loading and unloading. Professional Animal
 Scientist. 26:9-17.                                                                                                                        USSBUNON00083
Transport Floor Space
• Utilized 42 loads in spring and fall to determine the effects of
  transport floor space on losses at the plant
                        3.0    a
                                                                                                         Deads             Fatigued   Injured
                        2.5
  Transport Losses, %




                                                                                                   P < 0.001, SEM = 0.43, n = 252
                                                     ab                      ab
                        2.0
                                                                                      NIAA            250 lbs = 4.26 ft2/pig
                                                                                                      300 lbs = 4.79 ft2/pig
                        1.5
                                                                                                    bc                                 c
                        1.0

                        0.5
                                                                                                                             c
                        0.0
                    ft2/pig   4.26                  4.47                    4.70                   4.97                   5.26        5.60
        pigs/load             188                    179                    169                     161                    152        144
                                                                   Transport Floor Space
 Ritter, M. J., M. Ellis, C. R. Bertelsen, R. Bowman, J. Brinkmann, J. M. DeDecker, K. K. Keffaber, C. M. Murphy, B. A.
 Peterson, J. M. Schlipf, and B. F. Wolter. 2007. Effects of distance moved during loading and floor space on the trailer during
 transport on losses of market weight pigs on arrival at the packing plant. Journal of Animal Science. 85: 3454-3461.                  USSBUNON00083
Seasonal Variation in the U.S.
                      1.2
                                                         Deads               Non-ambulatory                  Total Losses

                      1.0
Transport losses, %




                      0.8



                      0.6



                      0.4



                      0.2



                      0.0
                            JAN      FEB       MAR       APRIL       MAY        JUNE       JULY       AUG       SEPT        OCT         NOV   DEC


                                                                                    Month

                             Rademacher, C., and P. Davies. 2005. Factors associated with the incidence of mortality during transport
                             of market hogs. Pages 186-191 in Proceedings of the Allen D. Leman Swine Conference, St. Paul, MN.
                                                                                                                                              USSBUNON00083
What can you do to reduce
   transport losses?




                            USSBUNON00083
Prepare Pigs for Transport

• Walk pens daily

• Routinely move pigs prior to loading

• Pre-sort pigs prior to loading (if feasible)

• Remove feed prior to loading (if feasible)

                                                 USSBUNON00083
Minimize Stress
• Minimize the use of electric prods during loading
   – Goal: ≤ 2 shocks/pig from barn pen to trailer compartment

• Move pigs in groups of 4 to 6 pigs at a slow/calm pace
   – Rule of thumb: you need to be able to reach the first pig

• Minimize the distance pigs are moved during loading

• Do not load stressed or fatigued pigs
   – Place these pigs in a recovery pen and allow them to rest and recover

• Use transport loading densities of ≤ 58 lbs/ft2


                                                                       USSBUNON00083
Overall Summary
• Pre-harvest handling has important implications for animal well-
  being and economics as improper pre-harvest handling may cause:
   – Transport losses
   – Carcass bruising
   – Pork quality defects

• ~0.7% of all market hogs transported die or become non-ambulatory

• Transport losses are a multi-factorial problem that are impacted by:
   –   Porcine stress syndrome (stress gene)
   –   Handling methods
   –   Facility design
   –   Crowding pigs during transport
   –   Extreme weather conditions


• Transport losses can be minimized by better preparing pigs for
  transport and minimizing stress during the marketing process
                                                               USSBUNON00083
Free Monthly E-Newsletter




       To subscribe go to:
    www.hoghandlingupdate.com


                                USSBUNON00083
Back-up Slides




                 USSBUNON00083
Postmortem pH Decline and Pork Quality
• In postmortem muscle, glycogen is converted to lactic acid to produce energy
• The more lactic acid that is produced, the lower the pH of the muscle will be
• High carcass temperature and/or low pH  pale color and high drip loss

                       7.0                                                                                      DFD

                       6.5
             pH




                       6.0
                                        PSE                                                                     Normal
                       5.5
                                                                                                                Acid meat
                       5.0
                               0                 1                 2                 3                 4              5
                                                     Hours post mortem
              Buege, D. 1998. Variation in pork lean quality. National Pork Board. Des Moines, IA. Available:
              http://www.meatscience.org/Pubs/factsheets/q-variationinporklean.pdf Accessed December 4, 2008.               USSBUNON00083
Multi-factorial Problem
                People Factors                                                                      Transportation Factors
                  Handling                                                                               Floor Space




 Pig Factors                                                Transport                                                   Plant Factors
Genetics – PSS                                               Losses                                                    Wait at the Plant



     Facility Design Factors                                                                        Environmental Factors
           Pre-sorting                                                                                     Season


          Growers, loading crews, truck drivers, and handlers
              at the plant can impact transport losses!
  Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J.
  Hill, J. Marchant-Forde, P. Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T.
  Whiting, B. Wolter, S. R. Niekamp, and A. K. Johnson. 2009. Transport losses in market weight pigs: I. A review of
  definitions, incidence and economic impact. Professional Animal Scientist. 25:404-414.                                          USSBUNON00083
Large Pens and Pre-sorting
• Potential advantages

   – Pigs have more room to exercise during the grow-finish period

   – Pre-sorting allows pigs an opportunity to recover from the
     stress of being sorted from pen mates

   – Pre-sorting reduces distance moved from pen to truck

   – Feed withdrawal can be implemented on all pigs

   – Little to no mixing of unfamiliar pigs

                                                             USSBUNON00083
Transport Floor Space
           • Utilized 72 loads of pigs (BW = 128 kg) in summer and winter to
             determine the effects of transport floor space on losses at the plant
                      0.8
                                                  a                                                                         P = 0.02, SEM = 0.13, n = 431
Transport Losses, %




                      0.7
                      0.6
                      0.5
                      0.4
                                                                                                                               b                b       b
                      0.3
                      0.2                                           b
                      0.1
                      0.0
                                                                                        b
                                                   August-September                                                                February-March

                                                                      0.39 m2/pig                 0.46 m2/pig                0.54 m2/pig


                      Ritter, M. J. 2007. Pages 76-103 in Effects of animal handling and transportation factors on the welfare, stress responses, and
                      incidences of transport losses in market weight pigs at the packing plant. PhD Diss. University of Illinois, Urbana-Champaign.
                                                                                                                                                        USSBUNON00083
Monthly Incidence of Dead Pigs at
 USDA Inspected Plants (2010)




FSIS. 2011. Market swine condemned ante-mortem for deads in USDA inspected plants for the calendar year of 2010. FOIA Case #10-69.
                                                                                                                                     USSBUNON00083
Seasonal Variation in
                               Non-ambulatory Pigs
• Rate of non-ambulatory pigs increases in the Midwest
  during late fall and early winter (Ellis & Ritter, 2006)

• Potential explanations:
     –    Temperature stress
     –    Heavier pigs
     –    Increased number of pigs transported
     –    Health status
     –    Summer is over!

 Ellis, M., and M. Ritter. 2006. Impact of season on production: transport losses. Pages 205-207 in Proceedings of the 2006 Allen
 D. Leman Swine Conference, St. Paul, MN.
                                                                                                                                    USSBUNON00083
Prepare Pigs for Transport




Ellis, M., F. McKeith, D. Hamilton, T. Bertol, and M. Ritter. 2003. “Analysis of the current situation: what do downers cost the industry and
what can we do about it?” Pages 1-3 in Proceedings of the 4th American Meat Science Association Pork Quality Symposium, Columbia, MO.
                                                                                                                                                USSBUNON00083

Más contenido relacionado

Similar a Dr. Matt Ritter - Safe and Effective Animal Movement

9. us cattel production current approaches to brd in us feedlots
9. us cattel production current approaches to brd in us feedlots9. us cattel production current approaches to brd in us feedlots
9. us cattel production current approaches to brd in us feedlotsMerial EMEA
 
Assessing the Economic Impact of Swine Disease - The Case of PRRS
Assessing the Economic Impact of Swine Disease - The Case of PRRSAssessing the Economic Impact of Swine Disease - The Case of PRRS
Assessing the Economic Impact of Swine Disease - The Case of PRRSJohn Blue
 
Vegetarianism Power Point Project
Vegetarianism Power Point ProjectVegetarianism Power Point Project
Vegetarianism Power Point ProjectAshley Strobridge
 
Livestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resourceLivestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resourceILRI
 
Conservation of indigenous animals
Conservation of indigenous animals Conservation of indigenous animals
Conservation of indigenous animals Ponnuvel Palanivel
 
Development of balanced diets using local feeds for smallholder Kenyan pigs: ...
Development of balanced diets using local feeds for smallholder Kenyan pigs: ...Development of balanced diets using local feeds for smallholder Kenyan pigs: ...
Development of balanced diets using local feeds for smallholder Kenyan pigs: ...ILRI
 
Heritability estimates of, genetic and phenotypic correlations among some sel...
Heritability estimates of, genetic and phenotypic correlations among some sel...Heritability estimates of, genetic and phenotypic correlations among some sel...
Heritability estimates of, genetic and phenotypic correlations among some sel...Alexander Decker
 
Development of balanced diets using local feeds for smallholder East African ...
Development of balanced diets using local feeds for smallholder East African ...Development of balanced diets using local feeds for smallholder East African ...
Development of balanced diets using local feeds for smallholder East African ...ILRI
 
Stewardship Stories Reslient Communities 5 1 09
Stewardship Stories Reslient Communities 5 1 09Stewardship Stories Reslient Communities 5 1 09
Stewardship Stories Reslient Communities 5 1 09Dana_Dolsen
 
Wildlife and Protected Area Management
Wildlife and Protected Area Management Wildlife and Protected Area Management
Wildlife and Protected Area Management AbiralAcharya1
 
Goats: Sustainable Production Overview
Goats: Sustainable Production OverviewGoats: Sustainable Production Overview
Goats: Sustainable Production OverviewElisaMendelsohn
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionElisaMendelsohn
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionElisaMendelsohn
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionElisaMendelsohn
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionElisaMendelsohn
 

Similar a Dr. Matt Ritter - Safe and Effective Animal Movement (16)

9. us cattel production current approaches to brd in us feedlots
9. us cattel production current approaches to brd in us feedlots9. us cattel production current approaches to brd in us feedlots
9. us cattel production current approaches to brd in us feedlots
 
Assessing the Economic Impact of Swine Disease - The Case of PRRS
Assessing the Economic Impact of Swine Disease - The Case of PRRSAssessing the Economic Impact of Swine Disease - The Case of PRRS
Assessing the Economic Impact of Swine Disease - The Case of PRRS
 
Hunter Reed-CURB POSTER
Hunter Reed-CURB POSTERHunter Reed-CURB POSTER
Hunter Reed-CURB POSTER
 
Vegetarianism Power Point Project
Vegetarianism Power Point ProjectVegetarianism Power Point Project
Vegetarianism Power Point Project
 
Livestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resourceLivestock farming in developing countries: An essential resource
Livestock farming in developing countries: An essential resource
 
Conservation of indigenous animals
Conservation of indigenous animals Conservation of indigenous animals
Conservation of indigenous animals
 
Development of balanced diets using local feeds for smallholder Kenyan pigs: ...
Development of balanced diets using local feeds for smallholder Kenyan pigs: ...Development of balanced diets using local feeds for smallholder Kenyan pigs: ...
Development of balanced diets using local feeds for smallholder Kenyan pigs: ...
 
Heritability estimates of, genetic and phenotypic correlations among some sel...
Heritability estimates of, genetic and phenotypic correlations among some sel...Heritability estimates of, genetic and phenotypic correlations among some sel...
Heritability estimates of, genetic and phenotypic correlations among some sel...
 
Development of balanced diets using local feeds for smallholder East African ...
Development of balanced diets using local feeds for smallholder East African ...Development of balanced diets using local feeds for smallholder East African ...
Development of balanced diets using local feeds for smallholder East African ...
 
Stewardship Stories Reslient Communities 5 1 09
Stewardship Stories Reslient Communities 5 1 09Stewardship Stories Reslient Communities 5 1 09
Stewardship Stories Reslient Communities 5 1 09
 
Wildlife and Protected Area Management
Wildlife and Protected Area Management Wildlife and Protected Area Management
Wildlife and Protected Area Management
 
Goats: Sustainable Production Overview
Goats: Sustainable Production OverviewGoats: Sustainable Production Overview
Goats: Sustainable Production Overview
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock Production
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock Production
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock Production
 
Predator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock ProductionPredator Control for Sustainable & Organic Livestock Production
Predator Control for Sustainable & Organic Livestock Production
 

Más de John Blue

Jordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJohn Blue
 
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceFred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceJohn Blue
 
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyDr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyJohn Blue
 
Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962John Blue
 
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...John Blue
 
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...John Blue
 
Dr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisDr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisJohn Blue
 
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs John Blue
 
Dr. Curtis Young - Attracting And Protecting Pollinators
 Dr. Curtis Young - Attracting And Protecting Pollinators Dr. Curtis Young - Attracting And Protecting Pollinators
Dr. Curtis Young - Attracting And Protecting PollinatorsJohn Blue
 
Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages John Blue
 
Sarah Noggle - Cover Crop Decision Tool Selector
 Sarah Noggle - Cover Crop Decision Tool Selector Sarah Noggle - Cover Crop Decision Tool Selector
Sarah Noggle - Cover Crop Decision Tool SelectorJohn Blue
 
Jim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJohn Blue
 
John Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Blue
 
Dr. Rajbir Bajwa - Medical uses of Marijuana
 Dr. Rajbir Bajwa - Medical uses of Marijuana Dr. Rajbir Bajwa - Medical uses of Marijuana
Dr. Rajbir Bajwa - Medical uses of MarijuanaJohn Blue
 
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...John Blue
 
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...John Blue
 
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJohn Blue
 
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction John Blue
 
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityChristine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityJohn Blue
 
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...John Blue
 

Más de John Blue (20)

Jordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification ProgramJordan Hoewischer - OACI Farmer Certification Program
Jordan Hoewischer - OACI Farmer Certification Program
 
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and IgnoranceFred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
Fred Yoder - No-till and Climate Change: Fact, Fiction, and Ignorance
 
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In KentuckyDr. John Grove - Fifty Years Of No-till Research In Kentucky
Dr. John Grove - Fifty Years Of No-till Research In Kentucky
 
Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962Dr. Warren Dick - Pioneering No-till Research Since 1962
Dr. Warren Dick - Pioneering No-till Research Since 1962
 
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...Dr. Christine Sprunger - The role that roots play in building soil organic ma...
Dr. Christine Sprunger - The role that roots play in building soil organic ma...
 
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
Dr. Leonardo Deiss - Stratification, the Role of Roots, and Yield Trends afte...
 
Dr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data AnalysisDr. Steve Culman - No-Till Yield Data Analysis
Dr. Steve Culman - No-Till Yield Data Analysis
 
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
Alan Sundermeier and Dr. Vinayak Shedekar - Soil biological Response to BMPs
 
Dr. Curtis Young - Attracting And Protecting Pollinators
 Dr. Curtis Young - Attracting And Protecting Pollinators Dr. Curtis Young - Attracting And Protecting Pollinators
Dr. Curtis Young - Attracting And Protecting Pollinators
 
Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages Garth Ruff - Alternative Forages
Garth Ruff - Alternative Forages
 
Sarah Noggle - Cover Crop Decision Tool Selector
 Sarah Noggle - Cover Crop Decision Tool Selector Sarah Noggle - Cover Crop Decision Tool Selector
Sarah Noggle - Cover Crop Decision Tool Selector
 
Jim Belt - Hemp Regulations
Jim Belt - Hemp RegulationsJim Belt - Hemp Regulations
Jim Belt - Hemp Regulations
 
John Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's NextJohn Barker - UAVs: Where Are We And What's Next
John Barker - UAVs: Where Are We And What's Next
 
Dr. Rajbir Bajwa - Medical uses of Marijuana
 Dr. Rajbir Bajwa - Medical uses of Marijuana Dr. Rajbir Bajwa - Medical uses of Marijuana
Dr. Rajbir Bajwa - Medical uses of Marijuana
 
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
Dr. Jeff Stachler - Setting up a Corn and Soybean Herbicide Program with Cove...
 
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
Dr. Chad Penn - Developing A New Approach To Soil Phosphorus Testing And Reco...
 
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative PlantingJim Hoorman - Dealing with Cover Crops after Preventative Planting
Jim Hoorman - Dealing with Cover Crops after Preventative Planting
 
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
Dr. Sjoerd Duiker - Dealing with Poor Soil Structure and Soil Compaction
 
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water QualityChristine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
Christine Brown - Canadian Livestock Producers Efforts to Improve Water Quality
 
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
Dr. Lee Briese - Details Matter (includes details about soil, equipment, cove...
 

Último

Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024BookNet Canada
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024BookNet Canada
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebUiPathCommunity
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxLoriGlavin3
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsNathaniel Shimoni
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxLoriGlavin3
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxLoriGlavin3
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Commit University
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfLoriGlavin3
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersNicole Novielli
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxLoriGlavin3
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024Stephanie Beckett
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersRaghuram Pandurangan
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningLars Bell
 

Último (20)

Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
New from BookNet Canada for 2024: BNC CataList - Tech Forum 2024
 
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
Transcript: New from BookNet Canada for 2024: Loan Stars - Tech Forum 2024
 
Dev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio WebDev Dives: Streamline document processing with UiPath Studio Web
Dev Dives: Streamline document processing with UiPath Studio Web
 
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptxDigital Identity is Under Attack: FIDO Paris Seminar.pptx
Digital Identity is Under Attack: FIDO Paris Seminar.pptx
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Time Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directionsTime Series Foundation Models - current state and future directions
Time Series Foundation Models - current state and future directions
 
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptxThe Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
The Fit for Passkeys for Employee and Consumer Sign-ins: FIDO Paris Seminar.pptx
 
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptxThe Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
The Role of FIDO in a Cyber Secure Netherlands: FIDO Paris Seminar.pptx
 
Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!Nell’iperspazio con Rocket: il Framework Web di Rust!
Nell’iperspazio con Rocket: il Framework Web di Rust!
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
Moving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdfMoving Beyond Passwords: FIDO Paris Seminar.pdf
Moving Beyond Passwords: FIDO Paris Seminar.pdf
 
A Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software DevelopersA Journey Into the Emotions of Software Developers
A Journey Into the Emotions of Software Developers
 
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptxA Deep Dive on Passkeys: FIDO Paris Seminar.pptx
A Deep Dive on Passkeys: FIDO Paris Seminar.pptx
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024What's New in Teams Calling, Meetings and Devices March 2024
What's New in Teams Calling, Meetings and Devices March 2024
 
Generative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information DevelopersGenerative AI for Technical Writer or Information Developers
Generative AI for Technical Writer or Information Developers
 
DSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine TuningDSPy a system for AI to Write Prompts and Do Fine Tuning
DSPy a system for AI to Write Prompts and Do Fine Tuning
 

Dr. Matt Ritter - Safe and Effective Animal Movement

  • 1. Safe and effective animal movement M. J. Ritter, M. A. Klassen, N. S. Pudenz, P. J. Rincker, and S. N. Carr Elanco Animal Health, Greenfield, IN, USA Iowa Pork Congress Des Moines, IA January 26, 2012 USSBUNON00083
  • 2. Areas to Discuss • Importance of pre-harvest handling – Transport losses in market weight pigs – Carcass bruising and trim loss – Pork quality defects – Economic implications • Discuss pre-disposing factors for transport losses • What can you do to reduce transport losses? USSBUNON00083
  • 3. Importance of Pre-harvest Handling • Humane handling is the right thing to do, and it is the responsibility of every handler to ensure all pigs are handled and transported in a humane manner • Pre-harvest handling has important implications for animal well-being and economics • Pig handling / transport methods can impact: – Transport losses at the packing plant – Carcass bruising and trim loss – Fresh pork quality traits Photo provided by: Pork Magazine USSBUNON00083
  • 4. Transport Losses: Definitions • Dead on arrival (DOA): – A pig that died during transport • Dead in Yard (DIY) or Dead in Pen (DIP) – A pig that died after unloading (usually in the lairage pen) • Non-ambulatory pig: – A pig unable to move or keep up with contemporaries – Subjects, slows, suspects, cripples, and stressors • Transport losses: – The sum of dead and non-ambulatory pigs at the plant USSBUNON00083
  • 5. Classifying Non-ambulatory Pigs Fatigued Injured (Stress related) (Structure/injury related) Ellis, M., F. McKeith, and M. Ritter. 2004. Handling Non-Ambulatory Pigs. Proceedings of the International Meat Animal Welfare Research Conference, Kansas City, MO. USSBUNON00083
  • 6. The Fatigued Pig Syndrome • Signs of acute stress – Open mouth breathing – Skin discoloration – Abnormal vocalizations – Muscle tremors • Metabolic state of acidosis – High blood lactic acid (32.2 vs. 11.1 mmol/L) – Low blood pH (7.11 vs. 7.35) – High body temperature? • Majority recover with 2-3 h rest • 98% are HAL-1843 negative Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J. Hill, J. Marchant-Forde, P. Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T. Whiting, B. Wolter, S. R. Niekamp, and A. K. Johnson. 2009. Transport losses in market weight pigs: I. A review of definitions, incidence and economic impact. Professional Animal Scientist. 25:404-414. Ritter, M. J., M. Ellis, G. R. Hollis, F. K. McKeith, D. G. Orellana, P. Van Genugten, and J. M. Schlipf. 2008. The frequency of the HAL-1843 mutation of the RYR gene in dead and non-ambulatory/non-injured pigs on arrival at the packing plant. J. Anim. Sci. 86:511-514. USSBUNON00083
  • 7. Yearly Incidence of Dead Pigs at USDA Inspected Plants (1991-2010) FSIS. 2007. Market swine condemned ante-mortem for deads in USDA inspected plants for the calendar years of 1991 to 2006. FOIA Case #07-148. FSIS. 2008. Market swine condemned ante-mortem for deads in USDA inspected plants for the calendar year of 2007. FOIA Case #08-120. FSIS. 2009. Market swine condemned ante-mortem for deads in USDA inspected plants for the calendar year of 2008. FOIA Case #09-00071. FSIS. 2010. Market swine condemned ante-mortem for deads in USDA inspected plants for the calendar year of 2009. FOIA Case #10-148. FSIS. 2011. Market swine condemned ante-mortem for deads in USDA inspected plants for the calendar year of 2010. FOIA Case #10-69. USSBUNON00083
  • 8. Non-ambulatory Pigs at the Plant • National statistics are not available for non-ambulatory pigs • A summary of 23 commercial field trials (2000-2007) – 6,660,569 market weight pigs – 39,572 trailer loads of pigs Plant Losses Mean Minimum Maximum Deads, % 0.25 0.00 0.77 Non-ambulatory, % 0.44 0.11 2.34 Total losses, % 0.69 0.14 2.39 ~1 pig per load dies or becomes non-ambulatory at the plant Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J. Hill, J. Marchant-Forde, P. Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T. Whiting, B. Wolter, S. R. Niekamp, and A. K. Johnson. 2009. Transport losses in market weight pigs: I. A review of definitions, incidence and economic impact. Professional Animal Scientist. 25:404-414. USSBUNON00083
  • 9. Carcass Bruising and Trim Loss (Photos courtesy of Lonergan et al., 2006) • Carcass bruising can be caused by: – Rough handling – Poorly maintained facilities – Overcrowding pigs during transport – Fighting Lonergan, S., E. Huff-Lonergan, and A. Johnson. 2006. Pork Quality. Proceedings of the Animal Care and Handling Conference, Overland Park, KS. Faucitano, L. 2001. Causes of skin damage to pig carcasses. Can. J. Anm. Sci. 81:39-45. Barton Gade, P. 1997. The effect of pre-slaughter handling on meat quality in pigs. Pages 100-123 in Manipulating Pig Production. P. D. Cranwell, ed. Australasian Pig Science Association, Victoria, Australia. USSBUNON00083
  • 10. Variation in Fresh Pork Quality PSE Normal DFD Pale, soft, exudative Red, firm, non-exudative Dark, firm, dry Photo provided by Floyd McKeith USSBUNON00083
  • 11. Pre-harvest Stress and Pork Quality • Long term stress  DFD pork – Low muscle energy (glycogen) – Normal rate of pH decline – Meat has high ultimate pH • Short term stress  PSE pork – Elevated body temperature – Metabolic acidosis (high lactic acid) – Increased rate of muscle pH decline Gregory, N. G. 1994. Preslaughter handling, stunning and slaughter. Meat Sci. 36:45-56. Buege, D. 1998. Variation in pork lean quality. National Pork Board. Des Moines, IA. Available: http://www.meatscience.org/Pubs/factsheets/q-variationinporklean.pdf Accessed December 4, 2008. USSBUNON00083
  • 12. Economic Implications Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J. Hill, J. Marchant- Forde, P. Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T. Whiting, B. Wolter, S. R. Niekamp, and A. K. Johnson. 2009. Transport losses in market weight pigs: I. a review of definitions, incidence and economic impact. Professional Animal Scientist. 25:404-414. Stetzer, A. J. and F. K. McKeith. 2003. Quantitative strategies and opportunities to improve quality: phase I. In Benchmarking value in the pork supply chain: quantitative strategies and opportunities to improve quality, American Meat Science Association, Savoy, IL. USSBUNON00083
  • 13. Pre-disposing Factors for Transport Losses • Transport losses are a multi-factorial problem • It is well established that transport losses are impacted by: – HAL-1843 mutation (stress gene) – Handling methods – Facility design – Crowding pigs during transport – Extreme weather conditions Ritter, M. J. 2008. A review of transport losses in market weight pigs. Page 6 in Proceedings of the Midwest Animal Science Meetings, Des Moines, IA. USSBUNON00083
  • 14. Handling Tool • McGlone et al., 2004 – Evaluated moving pigs with a sorting board, an electric prod, or a paddle. 160 140 b b 120 a Time, sec 100 80 60 40 20 0 Board Electric prod Paddle Moving device – Concluded that a sorting board is the single most effective handling device – Therefore, all handlers should use a sorting board when moving pigs McGlone, J. J., R. L. McPherson, and D. L. Anderson. 2004. Case study: moving devices for finishing pigs: Efficacy of electric prod, board, paddle, or flag. The Professional Animal Scientist. 20:518-523. USSBUNON00083
  • 15. Handling Intensity • Gonyou, unpublished data 40 34.0 35 30 Fatigued Pigs, % 25 20 15.0 15 10 5 2.0 0 Gentle Handling Aggressive Handling Aggressive Handling with Paddles with Paddles with Hot Shots Elanco Trial #AF7CA0101. Data on file. USSBUNON00083
  • 16. Minimal Electric Prod Use? • Ritter et al., 2008 – Moved 48 market pigs individually through a 164 ft course – Compared 0 (paddles) vs. 2 vs. 4 shocks from a hot shot – Pigs were allowed to move at their own pace – Shock duration was ≤ 1 second Handling Treatment Post-handling Values 0 Shocks 2 Shocks 4 Shocks Body Temperature, °F 102.6a 102.9ab 103.3b Blood Lactic Acid, mmol/L 4.96a 5.30a 6.84b a,b Means with different superscripts differ (P < 0.05) Ritter, M, J., M. Ellis, C. M. Murphy, B. A. Peterson, and A. Rojo. 2008. Effects of handling intensity, distance moved, and transport floor space on the stress responses of market weight pigs. J. Anim. Sci. 86(E-Suppl. 3): 43. (Abstr.) USSBUNON00083
  • 17. Group Size During Loading • Used 45 loads to compare loading pigs (BW = 119.9 kg) in groups of 4 vs. 8 when moved through a 76 cm aisle 2.0% P < 0.01 P < 0.05 P < 0.01 Pigs Transported, % 1.6% 1.26% 1.2% 0.70% 0.8% 0.56% 0.55% 0.36% 0.4% 0.19% 0.0% Dead Non-ambulatory Total Losses Groups of 4 Groups of 8 Berry, N. L., M. Ritter, E. Brunton, W. Stremsterfer, B. Hoag, J. Wolfe, N. Fitzgerald, M. Porth, D. Delaney, and T. Weldon. 2009. Effects of moving market weight pigs in different group sizes during loading on stress responses and transport losses at the packing plant. Page 5 in Proceedings of the Midwest Animal Science Meetings, Des Moines, IA. USSBUNON00083
  • 18. Handling Summary • The single most effective handling tool is a sorting board • Stress responses are minimized when pigs are: – Moved at a slow and calm pace – Moved in small groups – Moved with paddles or with ≤ 2 shocks/pig from an electric prod USSBUNON00083
  • 19. Facility Design • Used 33 loads to compare small pens (32 pigs/pen), not pre-sorted vs. large pens (192 pigs/pen), pre-sorted 1.2% P < 0.01 Pigs Transported, % P < 0.05 0.89% 1.0% 0.8% 0.66% 0.6% P < 0.01 0.29% 0.30% 0.4% 0.23% 0.2% 0.01% 0.0% Dead Non-ambulatory Total Losses Small pens, not pre-sorted Large pens, pre-sorted Johnson, A. K., L. J. Sadler, L. M. Gesing, C. Feuerbach, H. Hill, M. Faga, R. Bailey, K. J. Stalder, and M. J. Ritter. 2010. Effects of facility system design on the stress responses and market losses of market weight pigs during loading and unloading. Professional Animal Scientist. 26:9-17. USSBUNON00083
  • 20. Transport Floor Space • Utilized 42 loads in spring and fall to determine the effects of transport floor space on losses at the plant 3.0 a Deads Fatigued Injured 2.5 Transport Losses, % P < 0.001, SEM = 0.43, n = 252 ab ab 2.0 NIAA 250 lbs = 4.26 ft2/pig 300 lbs = 4.79 ft2/pig 1.5 bc c 1.0 0.5 c 0.0 ft2/pig 4.26 4.47 4.70 4.97 5.26 5.60 pigs/load 188 179 169 161 152 144 Transport Floor Space Ritter, M. J., M. Ellis, C. R. Bertelsen, R. Bowman, J. Brinkmann, J. M. DeDecker, K. K. Keffaber, C. M. Murphy, B. A. Peterson, J. M. Schlipf, and B. F. Wolter. 2007. Effects of distance moved during loading and floor space on the trailer during transport on losses of market weight pigs on arrival at the packing plant. Journal of Animal Science. 85: 3454-3461. USSBUNON00083
  • 21. Seasonal Variation in the U.S. 1.2 Deads Non-ambulatory Total Losses 1.0 Transport losses, % 0.8 0.6 0.4 0.2 0.0 JAN FEB MAR APRIL MAY JUNE JULY AUG SEPT OCT NOV DEC Month Rademacher, C., and P. Davies. 2005. Factors associated with the incidence of mortality during transport of market hogs. Pages 186-191 in Proceedings of the Allen D. Leman Swine Conference, St. Paul, MN. USSBUNON00083
  • 22. What can you do to reduce transport losses? USSBUNON00083
  • 23. Prepare Pigs for Transport • Walk pens daily • Routinely move pigs prior to loading • Pre-sort pigs prior to loading (if feasible) • Remove feed prior to loading (if feasible) USSBUNON00083
  • 24. Minimize Stress • Minimize the use of electric prods during loading – Goal: ≤ 2 shocks/pig from barn pen to trailer compartment • Move pigs in groups of 4 to 6 pigs at a slow/calm pace – Rule of thumb: you need to be able to reach the first pig • Minimize the distance pigs are moved during loading • Do not load stressed or fatigued pigs – Place these pigs in a recovery pen and allow them to rest and recover • Use transport loading densities of ≤ 58 lbs/ft2 USSBUNON00083
  • 25. Overall Summary • Pre-harvest handling has important implications for animal well- being and economics as improper pre-harvest handling may cause: – Transport losses – Carcass bruising – Pork quality defects • ~0.7% of all market hogs transported die or become non-ambulatory • Transport losses are a multi-factorial problem that are impacted by: – Porcine stress syndrome (stress gene) – Handling methods – Facility design – Crowding pigs during transport – Extreme weather conditions • Transport losses can be minimized by better preparing pigs for transport and minimizing stress during the marketing process USSBUNON00083
  • 26. Free Monthly E-Newsletter To subscribe go to: www.hoghandlingupdate.com USSBUNON00083
  • 27. Back-up Slides USSBUNON00083
  • 28. Postmortem pH Decline and Pork Quality • In postmortem muscle, glycogen is converted to lactic acid to produce energy • The more lactic acid that is produced, the lower the pH of the muscle will be • High carcass temperature and/or low pH  pale color and high drip loss 7.0 DFD 6.5 pH 6.0 PSE Normal 5.5 Acid meat 5.0 0 1 2 3 4 5 Hours post mortem Buege, D. 1998. Variation in pork lean quality. National Pork Board. Des Moines, IA. Available: http://www.meatscience.org/Pubs/factsheets/q-variationinporklean.pdf Accessed December 4, 2008. USSBUNON00083
  • 29. Multi-factorial Problem People Factors Transportation Factors Handling Floor Space Pig Factors Transport Plant Factors Genetics – PSS Losses Wait at the Plant Facility Design Factors Environmental Factors Pre-sorting Season Growers, loading crews, truck drivers, and handlers at the plant can impact transport losses! Ritter, M. J., M. Ellis, N. L. Berry, S. E. Curtis, L. Anil, M. Benjamin, D. Butler, C. Dewey, B. Driessen, P. DuBois, J. Hill, J. Marchant-Forde, P. Matzat, J. McGlone, P. Mormede, T. Moyer, K. Pfalzgraf, J. Salak-Johnson, J. Sterle, C. Stull, T. Whiting, B. Wolter, S. R. Niekamp, and A. K. Johnson. 2009. Transport losses in market weight pigs: I. A review of definitions, incidence and economic impact. Professional Animal Scientist. 25:404-414. USSBUNON00083
  • 30. Large Pens and Pre-sorting • Potential advantages – Pigs have more room to exercise during the grow-finish period – Pre-sorting allows pigs an opportunity to recover from the stress of being sorted from pen mates – Pre-sorting reduces distance moved from pen to truck – Feed withdrawal can be implemented on all pigs – Little to no mixing of unfamiliar pigs USSBUNON00083
  • 31. Transport Floor Space • Utilized 72 loads of pigs (BW = 128 kg) in summer and winter to determine the effects of transport floor space on losses at the plant 0.8 a P = 0.02, SEM = 0.13, n = 431 Transport Losses, % 0.7 0.6 0.5 0.4 b b b 0.3 0.2 b 0.1 0.0 b August-September February-March 0.39 m2/pig 0.46 m2/pig 0.54 m2/pig Ritter, M. J. 2007. Pages 76-103 in Effects of animal handling and transportation factors on the welfare, stress responses, and incidences of transport losses in market weight pigs at the packing plant. PhD Diss. University of Illinois, Urbana-Champaign. USSBUNON00083
  • 32. Monthly Incidence of Dead Pigs at USDA Inspected Plants (2010) FSIS. 2011. Market swine condemned ante-mortem for deads in USDA inspected plants for the calendar year of 2010. FOIA Case #10-69. USSBUNON00083
  • 33. Seasonal Variation in Non-ambulatory Pigs • Rate of non-ambulatory pigs increases in the Midwest during late fall and early winter (Ellis & Ritter, 2006) • Potential explanations: – Temperature stress – Heavier pigs – Increased number of pigs transported – Health status – Summer is over! Ellis, M., and M. Ritter. 2006. Impact of season on production: transport losses. Pages 205-207 in Proceedings of the 2006 Allen D. Leman Swine Conference, St. Paul, MN. USSBUNON00083
  • 34. Prepare Pigs for Transport Ellis, M., F. McKeith, D. Hamilton, T. Bertol, and M. Ritter. 2003. “Analysis of the current situation: what do downers cost the industry and what can we do about it?” Pages 1-3 in Proceedings of the 4th American Meat Science Association Pork Quality Symposium, Columbia, MO. USSBUNON00083