SlideShare une entreprise Scribd logo
1  sur  43
Maternal
Productivity
Project
(Southern Aust)
Jeisane Accioly,
Fiona Jones and
Michael Laurence
(on behalf of a large team)
WA Maternal ProductivityWA Maternal Productivity
TeamTeam
Brad
Seib
John
Milligan
Tex
Hann
Nola
Mercer
Ryan Drage
Brian McIntyre Peter Jelinek
Leonarda
Paszkudzka-Baizert
Greg Sawyer
CollaboratorsCollaborators
Western Australia
• Jane Speijers
Other Researchers
South Australia
• Wayne Pitchford
• Katrina Copping
• Mick Deland
• Nick Edwards
• Ian Carmichael
• Michelle Hebart
• Stephen Lee
New South Wales
• Kath Donehue
•Robert Herd
• Peter Parnell
Victoria
• John Graham
Industry Push
386 kg Start wt 398 kg
1.5 kg/d ADG 1.5 kg/d
1640 kg Expected feed 1670 kg
1880 kg Actual feed 1580 kg
+ 240 kg Net feed intake - 90 kg
Low Efficiency High Efficiency
1. Adoption of selection
strategies influencing
body composition (e.g.
RBY and NFI) constrained
by industry concerns
about impact on breeding
herd efficiency, especially
in variable nutritional
environments
Key industry issues
2. The seedstock industry
lacks suitable selection
criteria for effective
improvement of
breeding herd efficiency
(kg cow and calf per MJ
energy consumed by
cow & calf)
Key industry issues
Key issue in South
Maternal efficiency:
 Cow feed (75%)
• Maintenance
• Energy storage & retrieval
 Reproductive performance
 Calving ease
 Calf value
 Longevity
 Cow salvage value
Improve breeding herd efficiency in temperate Australia
 Impact of selection for body composition on herd efficiency,
especially under variable nutrition
 Efficient use of available feed resources & body reserves to
produce progeny
 Full multi-trait index with measure of maternal efficiency &
optimally weighted composition traits for variable environments
Project aims
Key research question …
Does selection for improved NFI or RBY%
influence breeding herd efficiency* ?
Hypothesis: Selection for
reduced NFI and reduced
carcass fatness increase
breeding herd efficiency in
good, but not in poor
nutritional environments
* Kg of cow and calf liveweight
/ MJ energy consumed by the
breeding herd
Two approaches:
1. Correlations between traits across large range of production
systems (Industry herds)
2. Differences between divergent single-trait lines in formal
design (Research herds)
Project approach
Animal Selection
• 154 “fat line” yearling heifers arrived Jan-Feb 07
sourced from industry seedstock herds in Vic & SA (‘B’
heifers).
• 62 NFI heifers arrived Jan-Feb 08
Sourced from Trangie NFI Selection Herd, NSW.
• 95 “fat line” yearling heifers arrived Feb-Mar 08
sourced from industry seedstock herds in Vic & SA (‘C’
heifers).
Maternal efficiency herds
Angus
Hereford
Research herds
Vasse (WA)
Struan (SA)
4 Lines
High Fat
Low FatLow Fat
High NFI
Low NFI
2 Nutrition
High
Low
2 Sites
Vasse, WA
Struan, SA
x x
Intensive measurements and estimation of food intake
Research herds
3 calving seasons
EBV differencesEBV differences
between the linesbetween the lines
EBV
High Fat
(n=170)
Low Fat
(n=170)
High NFI
(n=81)
Low NFI
(n=81)
Rib fat 1.2 -1.4 3.2 -0.4
Rump P8 1.4 -1.5 3.0 -0.6
NFIP 0.65 -0.47
NFIF 0.77 -0.87
BWt 3.8 4.9 2.9 4.6
Wt200 31.3 36.3 18.9 25.9
Milk 10.8 10.6 7.8 9.0
Wt600 75.9 83.8 47.6 60.6
MCWT 67.7 81.3 42.0 58.6
DTC -3.3 -1.8 -1.2 0.3
EMA 2.40 2.10 0.42 0.48
Heifer managementHeifer management
Nutritional treat’s applied
9 week joining
Calving
SepSep
OctOct
NovNov
DecDec
JanJan
FebFeb
MarMar
AprApr
MayMay
JuneJune
JulyJuly
AugAug
SepSep
OctOct
NovNov
DecDec
JanJan
FebFeb
JuneJune
JulyJuly
AugAug
SepSep
OctOct
NovNov
DecDec
JanJan
FebFeb
MarMar
AprApr
MayMay
JuneJune
JulyJuly
AugAug
SepSep
OctOct
NovNov
9 week joining
Nutritional treat’s applied
Calving
Weaning Weaning
VasseVasse StruanStruan
9 week joining9 week joining
0
100
200
300
400
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
PastureEnergySupply
(MJ/ha/day)
0.0
100.0
200.0
300.0
400.0
CattleEnergyDemand
(MJ/head/day)
Energy Supply & Demand: Early Calvers & Late CalversEnergy Supply & Demand: Early Calvers & Late Calvers
Rainfall (mm)
2006: 577 mm 2007: 810 mm 2008: 671 mm 2009: 679 mm
2010: 464.1mm
0
50
100
150
200
250
300
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
2006 2007
2008 2009
2010
Nutritional control
Fat lines
Weight of Fat cowsWeight of Fat cows
0
100
200
300
400
500
600
700
PM1 W0 PM 2 W1
CowWeight(kg)
High Fat Low Fat High Fat High Nut Low Fat High Nut High Fat Low Nut Low Fat Low Nut
P8 FatP8 Fat
0
2
4
6
8
10
12
PM1 W0 PM 2 W1
Cowp8Fat(mm)
High Fat Low Fat High NFI High Nut Low NFI High Nut High NFI Low Nut Low NFI Low Nut
11stst
calvers pre-matingcalvers pre-mating
and pregnancy testand pregnancy test
Line
Age
(days)*
Weight
(kg)
P8 fat
(mm)***
Conception
rate*
Adjusted
conception
rate*
High Fat 473 370 6.5 93.5 93.4
Low Fat 465 367 4.9 85.1 86.8
Pre-mating and pregnancyPre-mating and pregnancy
test 2test 2ndnd
calvingcalving
Line Nutrition
Weight
(kg)***
P8 fat
(mm)**
Conception
rate
High Fat High 531 8.3 94.9
High Fat Low 488 5.4 88.4
Low Fat High 575 7.6 93.5
Low Fat Low 491 4.2 85.7
Days to calving forDays to calving for
heifersheifers
260
270
280
290
300
310
320
330
High Nutrition Low Nutrition
DaysToCalving(days)
High Fat Low Fat
*
Days to Calving 2Days to Calving 2ndnd
calverscalvers
295
297
299
301
303
305
307
309
311
313 High Fat - High Nut" High Fat - Low Nut
Low Fat- High Nut Low Fat - Low Nut
MessagesMessages
• Low fat cows were bigger / heavier (ave. 50kg)
• Low fat cows were leaner (>3mm)
• Fat difference was consistent across seasons
• Low fat cows seem to have poorer reproduction??
Birth weightBirth weight
0
5
10
15
20
25
30
35
40
1st calf 2nd calf
BirthWeight(kg)
High Fat High Nut Low Fat High Nut High Fat Low Nut Low Fat Low Nut
Calf weaning weightCalf weaning weight
from 1from 1stst
calverscalvers
Messages (calves)Messages (calves)
• No effect of fat genotype on birth or weaning
weight
• Nutrition effect on weaning weight
Net Feed
Intake
lines
Weight of NFI cowsWeight of NFI cows
P8 Fat – NFI cowsP8 Fat – NFI cows
0
2
4
6
8
10
12
14
16
PM1 W0 PM 2 W1
Cowp8(mm)
High NFI Low NFI High NFI High Nut Low NFI High Nut High NFI Low Nut Low NFI Low Nut
11stst
calvers pre-matingcalvers pre-mating
and pregnancy testand pregnancy test
Line
Age
(days)
Weight
(kg)
P8 fat
(mm)***
Conception
rate
Adjusted
conception
rate
High NFI 493 306 10.4 91.9 91.8
Low NFI 492 315 8.2 91.6 91.6
Pre-mating and pregnancyPre-mating and pregnancy
test 2test 2ndnd
calvingcalving
Line Nutrition
Weight
(kg)
P8 fat
(mm)***
Conception
rate
High NFI High 478 11.9 95.1
High NFI Low 441 8.7 96.1
Low NFI High 488 8.8 87.4
Low NFI Low 438 6.1 88.7
Days to calving forDays to calving for
heifersheifers
260
270
280
290
300
310
320
330
High Nutrition Low Nutrition
DaysToCalving(days)
High NFI Low NFI
Days to Calving 2Days to Calving 2ndnd
calverscalvers
310
312
314
316
318
320
322
324
326
High NFI High Nut High NFI Low Nut Low NFI High Nut Low NFI Low Nut
Birth weightBirth weight
0
5
10
15
20
25
30
35
40
1st calf 2nd calf
BirthWeight(kg)
High NFI High Nut Low NFI High Nut High NFI Low Nut Low NFI Low Nut
Calf weaning weightCalf weaning weight
from 1from 1stst
calverscalvers
MessagesMessages
• No difference in weight of cows
• Trend for Low NFI cows to be leaner
• No effect of NFI in reproduction
• No effect of NFI in birth or weaning weight
• Effect of nutrition on
weaning weight
Main messagesMain messages
• Genetically fatter cows seem to be more fertile,
especially under low nutrition
• Selection for body composition holds across seasons
and nutrition treatments
• No effect of cow fatness or NFI EBV on weaning
weight of her calf
• Selection for NFI is associated with changes in
fatness
o be continued …

Contenu connexe

Tendances

Dr. George Foxcroft - Risk Factors For Sow Culling
Dr. George Foxcroft - Risk Factors For Sow CullingDr. George Foxcroft - Risk Factors For Sow Culling
Dr. George Foxcroft - Risk Factors For Sow CullingJohn Blue
 
Dr. Joe Cassady - Effects of preweaning factors on sow lifetime productivity
Dr. Joe Cassady - Effects of preweaning factors on sow lifetime productivityDr. Joe Cassady - Effects of preweaning factors on sow lifetime productivity
Dr. Joe Cassady - Effects of preweaning factors on sow lifetime productivityJohn Blue
 
Jennifer Patterson - Improving Efficiencies of Replacement Gilt Management
Jennifer Patterson - Improving Efficiencies of Replacement Gilt ManagementJennifer Patterson - Improving Efficiencies of Replacement Gilt Management
Jennifer Patterson - Improving Efficiencies of Replacement Gilt ManagementJohn Blue
 
Precision Feeding of Phosphorus for Dairy Farms- Katharine Knowlton
Precision Feeding of Phosphorus for Dairy Farms- Katharine KnowltonPrecision Feeding of Phosphorus for Dairy Farms- Katharine Knowlton
Precision Feeding of Phosphorus for Dairy Farms- Katharine KnowltonDAIReXNET
 
Concept of restricted energy in dairy cattle
Concept of restricted energy in dairy cattle Concept of restricted energy in dairy cattle
Concept of restricted energy in dairy cattle Muhammad Naveed ul Haque
 
Feeding Systems for Group-Housed Dairy Calves- Dr. Mark Thomas
Feeding Systems for Group-Housed Dairy Calves- Dr. Mark ThomasFeeding Systems for Group-Housed Dairy Calves- Dr. Mark Thomas
Feeding Systems for Group-Housed Dairy Calves- Dr. Mark ThomasDAIReXNET
 
Optimizing the Transition cow environment
Optimizing the Transition cow environment Optimizing the Transition cow environment
Optimizing the Transition cow environment miloshaa
 
Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...
Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...
Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...John B. Cole, Ph.D.
 
Using Records to Troubleshoot Transition Cow Performance
Using Records to Troubleshoot Transition Cow PerformanceUsing Records to Troubleshoot Transition Cow Performance
Using Records to Troubleshoot Transition Cow PerformanceDAIReXNET
 
Optimizing Facilities for Transition Cow Success- Ken Nordlund
Optimizing Facilities for Transition Cow Success- Ken NordlundOptimizing Facilities for Transition Cow Success- Ken Nordlund
Optimizing Facilities for Transition Cow Success- Ken NordlundDAIReXNET
 
Optimizing Production by Managing How Dairy Cows Eat
Optimizing Production by Managing How Dairy Cows EatOptimizing Production by Managing How Dairy Cows Eat
Optimizing Production by Managing How Dairy Cows EatDAIReXNET
 
Nutrition Programs for the Heat Stressed Herd- Jose Santos
Nutrition Programs for the Heat Stressed Herd- Jose SantosNutrition Programs for the Heat Stressed Herd- Jose Santos
Nutrition Programs for the Heat Stressed Herd- Jose SantosDAIReXNET
 
New Tools to Manage Reproduction Programs
New Tools to Manage Reproduction ProgramsNew Tools to Manage Reproduction Programs
New Tools to Manage Reproduction ProgramsDAIReXNET
 
Role of ration in management of bovine fertility
Role of ration in management of bovine fertilityRole of ration in management of bovine fertility
Role of ration in management of bovine fertilityNikhil Joshi
 
The Economics of Heat Stress- Albert DeVries
The Economics of Heat Stress- Albert DeVriesThe Economics of Heat Stress- Albert DeVries
The Economics of Heat Stress- Albert DeVriesDAIReXNET
 
Dr. David Rosero - Essential Fatty Acid Nutrition And Seasonal Infertility
Dr. David Rosero - Essential Fatty Acid Nutrition And Seasonal InfertilityDr. David Rosero - Essential Fatty Acid Nutrition And Seasonal Infertility
Dr. David Rosero - Essential Fatty Acid Nutrition And Seasonal InfertilityJohn Blue
 
Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...
Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...
Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...John Blue
 
Discovering Hidden Feed Costs for the Milking Herd
Discovering Hidden Feed Costs for the Milking HerdDiscovering Hidden Feed Costs for the Milking Herd
Discovering Hidden Feed Costs for the Milking HerdDAIReXNET
 

Tendances (19)

Dr. George Foxcroft - Risk Factors For Sow Culling
Dr. George Foxcroft - Risk Factors For Sow CullingDr. George Foxcroft - Risk Factors For Sow Culling
Dr. George Foxcroft - Risk Factors For Sow Culling
 
Dr. Joe Cassady - Effects of preweaning factors on sow lifetime productivity
Dr. Joe Cassady - Effects of preweaning factors on sow lifetime productivityDr. Joe Cassady - Effects of preweaning factors on sow lifetime productivity
Dr. Joe Cassady - Effects of preweaning factors on sow lifetime productivity
 
Jennifer Patterson - Improving Efficiencies of Replacement Gilt Management
Jennifer Patterson - Improving Efficiencies of Replacement Gilt ManagementJennifer Patterson - Improving Efficiencies of Replacement Gilt Management
Jennifer Patterson - Improving Efficiencies of Replacement Gilt Management
 
Precision Feeding of Phosphorus for Dairy Farms- Katharine Knowlton
Precision Feeding of Phosphorus for Dairy Farms- Katharine KnowltonPrecision Feeding of Phosphorus for Dairy Farms- Katharine Knowlton
Precision Feeding of Phosphorus for Dairy Farms- Katharine Knowlton
 
Concept of restricted energy in dairy cattle
Concept of restricted energy in dairy cattle Concept of restricted energy in dairy cattle
Concept of restricted energy in dairy cattle
 
Feeding Systems for Group-Housed Dairy Calves- Dr. Mark Thomas
Feeding Systems for Group-Housed Dairy Calves- Dr. Mark ThomasFeeding Systems for Group-Housed Dairy Calves- Dr. Mark Thomas
Feeding Systems for Group-Housed Dairy Calves- Dr. Mark Thomas
 
Optimizing the Transition cow environment
Optimizing the Transition cow environment Optimizing the Transition cow environment
Optimizing the Transition cow environment
 
Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...
Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...
Validation of Producer-Recorded Health Event Data and Use in Genetic Improvem...
 
Using Records to Troubleshoot Transition Cow Performance
Using Records to Troubleshoot Transition Cow PerformanceUsing Records to Troubleshoot Transition Cow Performance
Using Records to Troubleshoot Transition Cow Performance
 
Optimizing Facilities for Transition Cow Success- Ken Nordlund
Optimizing Facilities for Transition Cow Success- Ken NordlundOptimizing Facilities for Transition Cow Success- Ken Nordlund
Optimizing Facilities for Transition Cow Success- Ken Nordlund
 
Optimizing Production by Managing How Dairy Cows Eat
Optimizing Production by Managing How Dairy Cows EatOptimizing Production by Managing How Dairy Cows Eat
Optimizing Production by Managing How Dairy Cows Eat
 
Nutrition Programs for the Heat Stressed Herd- Jose Santos
Nutrition Programs for the Heat Stressed Herd- Jose SantosNutrition Programs for the Heat Stressed Herd- Jose Santos
Nutrition Programs for the Heat Stressed Herd- Jose Santos
 
New Tools to Manage Reproduction Programs
New Tools to Manage Reproduction ProgramsNew Tools to Manage Reproduction Programs
New Tools to Manage Reproduction Programs
 
Role of ration in management of bovine fertility
Role of ration in management of bovine fertilityRole of ration in management of bovine fertility
Role of ration in management of bovine fertility
 
The Economics of Heat Stress- Albert DeVries
The Economics of Heat Stress- Albert DeVriesThe Economics of Heat Stress- Albert DeVries
The Economics of Heat Stress- Albert DeVries
 
Dr. David Rosero - Essential Fatty Acid Nutrition And Seasonal Infertility
Dr. David Rosero - Essential Fatty Acid Nutrition And Seasonal InfertilityDr. David Rosero - Essential Fatty Acid Nutrition And Seasonal Infertility
Dr. David Rosero - Essential Fatty Acid Nutrition And Seasonal Infertility
 
Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...
Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...
Dr. Brian Richert - Alternative Feed Ingredients: Real Options or Just a Nice...
 
Health, Performance, and Carcass Characteristics of Pen-Fed vs. Pasture-Raise...
Health, Performance, and Carcass Characteristics of Pen-Fed vs. Pasture-Raise...Health, Performance, and Carcass Characteristics of Pen-Fed vs. Pasture-Raise...
Health, Performance, and Carcass Characteristics of Pen-Fed vs. Pasture-Raise...
 
Discovering Hidden Feed Costs for the Milking Herd
Discovering Hidden Feed Costs for the Milking HerdDiscovering Hidden Feed Costs for the Milking Herd
Discovering Hidden Feed Costs for the Milking Herd
 

En vedette

Restrepo Web Sample
Restrepo Web SampleRestrepo Web Sample
Restrepo Web Samplestoliros
 
Preliminary slide show
Preliminary slide showPreliminary slide show
Preliminary slide showstoliros
 
Dasar pakatan rakyat
Dasar pakatan rakyatDasar pakatan rakyat
Dasar pakatan rakyatpakatanrakyat
 
West Tennessee Academic Library Consortium
West Tennessee Academic Library ConsortiumWest Tennessee Academic Library Consortium
West Tennessee Academic Library ConsortiumTRParker
 
Trabajo informatica camping
Trabajo informatica campingTrabajo informatica camping
Trabajo informatica campingjuanortegaperez
 
AERA Adaptation of Health Education Curricula
AERA  Adaptation of Health Education Curricula AERA  Adaptation of Health Education Curricula
AERA Adaptation of Health Education Curricula rmchpe
 
Information Technology and people's science organisation
Information Technology and people's science organisationInformation Technology and people's science organisation
Information Technology and people's science organisationVijayakumar Blathur
 
Cold fusion best practice
Cold fusion best practiceCold fusion best practice
Cold fusion best practiceisummation
 
Family tree
Family tree Family tree
Family tree 35150
 
excel sebagai media belajar english
excel  sebagai media belajar  englishexcel  sebagai media belajar  english
excel sebagai media belajar englishAgus Emje
 
无菌检查修订
无菌检查修订无菌检查修订
无菌检查修订国光 陈
 
Instalacion de sistemas operativos
Instalacion de sistemas operativosInstalacion de sistemas operativos
Instalacion de sistemas operativosJavier Santos
 
Infografica def
Infografica defInfografica def
Infografica defMaike Loes
 
26° Domingo del Tiempo Ordinario
26° Domingo del Tiempo Ordinario26° Domingo del Tiempo Ordinario
26° Domingo del Tiempo OrdinarioMaike Loes
 
Information Management Practice Overview Pp Presentation
Information Management Practice Overview Pp PresentationInformation Management Practice Overview Pp Presentation
Information Management Practice Overview Pp Presentationrkpradhan
 

En vedette (20)

Restrepo Web Sample
Restrepo Web SampleRestrepo Web Sample
Restrepo Web Sample
 
Preliminary slide show
Preliminary slide showPreliminary slide show
Preliminary slide show
 
Dasar pakatan rakyat
Dasar pakatan rakyatDasar pakatan rakyat
Dasar pakatan rakyat
 
West Tennessee Academic Library Consortium
West Tennessee Academic Library ConsortiumWest Tennessee Academic Library Consortium
West Tennessee Academic Library Consortium
 
Would you...
Would you...Would you...
Would you...
 
Trabajo informatica camping
Trabajo informatica campingTrabajo informatica camping
Trabajo informatica camping
 
AERA Adaptation of Health Education Curricula
AERA  Adaptation of Health Education Curricula AERA  Adaptation of Health Education Curricula
AERA Adaptation of Health Education Curricula
 
Information Technology and people's science organisation
Information Technology and people's science organisationInformation Technology and people's science organisation
Information Technology and people's science organisation
 
Hachioji.pm #13 LT
Hachioji.pm #13 LTHachioji.pm #13 LT
Hachioji.pm #13 LT
 
Cold fusion best practice
Cold fusion best practiceCold fusion best practice
Cold fusion best practice
 
Family tree
Family tree Family tree
Family tree
 
excel sebagai media belajar english
excel  sebagai media belajar  englishexcel  sebagai media belajar  english
excel sebagai media belajar english
 
Vasse rj sep 13v2
Vasse rj sep 13v2Vasse rj sep 13v2
Vasse rj sep 13v2
 
无菌检查修订
无菌检查修订无菌检查修订
无菌检查修订
 
Instalacion de sistemas operativos
Instalacion de sistemas operativosInstalacion de sistemas operativos
Instalacion de sistemas operativos
 
Mayu info
Mayu infoMayu info
Mayu info
 
La normalisation dans le domaine de l'information et de la documentation
La normalisation dans le domaine de l'information et de la documentationLa normalisation dans le domaine de l'information et de la documentation
La normalisation dans le domaine de l'information et de la documentation
 
Infografica def
Infografica defInfografica def
Infografica def
 
26° Domingo del Tiempo Ordinario
26° Domingo del Tiempo Ordinario26° Domingo del Tiempo Ordinario
26° Domingo del Tiempo Ordinario
 
Information Management Practice Overview Pp Presentation
Information Management Practice Overview Pp PresentationInformation Management Practice Overview Pp Presentation
Information Management Practice Overview Pp Presentation
 

Similaire à Maternal Productivity Project Yields Insights

Vasse presentation stephen lee
Vasse presentation stephen leeVasse presentation stephen lee
Vasse presentation stephen leeVasseSep2010
 
Highlights leading edge project webinar 24 sept 2019
Highlights leading edge project webinar   24 sept 2019Highlights leading edge project webinar   24 sept 2019
Highlights leading edge project webinar 24 sept 2019culhama
 
Senegal dairy genetics / Sénégal génétique laitière
Senegal dairy genetics / Sénégal génétique laitièreSenegal dairy genetics / Sénégal génétique laitière
Senegal dairy genetics / Sénégal génétique laitièreILRI
 
Effect of early feeding
Effect of early feeding Effect of early feeding
Effect of early feeding Hussien Essa
 
Balanced concentrate feed field trial results in Samastipur and Muzaffarpur
Balanced concentrate feed field trial results in Samastipur and MuzaffarpurBalanced concentrate feed field trial results in Samastipur and Muzaffarpur
Balanced concentrate feed field trial results in Samastipur and MuzaffarpurILRI
 
SMF Dairy Team Final Presentation April 2013
SMF Dairy Team Final Presentation April 2013SMF Dairy Team Final Presentation April 2013
SMF Dairy Team Final Presentation April 2013Lakeland College
 
Producing quaility beef
Producing quaility beefProducing quaility beef
Producing quaility beefPSU-Beef
 
The role of food systems in improving maternal and child nutrition in challen...
The role of food systems in improving maternal and child nutrition in challen...The role of food systems in improving maternal and child nutrition in challen...
The role of food systems in improving maternal and child nutrition in challen...ILRI
 
Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...
Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...
Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...Elmer Esplana
 
The science and quality of new zealand dairy
The science and quality of new zealand dairyThe science and quality of new zealand dairy
The science and quality of new zealand dairyLaurence Eyres
 
An Overview of Genomic Selection and Fertility
An Overview of Genomic Selection and FertilityAn Overview of Genomic Selection and Fertility
An Overview of Genomic Selection and FertilityDAIReXNET
 
5. Luis Silva_Feedworks_2022.pptx
5. Luis Silva_Feedworks_2022.pptx5. Luis Silva_Feedworks_2022.pptx
5. Luis Silva_Feedworks_2022.pptx2damcreative
 
ILRI’s Livestock Genetics Program—LiveGene
ILRI’s Livestock Genetics Program—LiveGeneILRI’s Livestock Genetics Program—LiveGene
ILRI’s Livestock Genetics Program—LiveGeneILRI
 
Economic Considerations Regarding the Raising of Dairy Replacement Heifers
Economic Considerations Regarding the Raising of Dairy Replacement HeifersEconomic Considerations Regarding the Raising of Dairy Replacement Heifers
Economic Considerations Regarding the Raising of Dairy Replacement HeifersDAIReXNET
 

Similaire à Maternal Productivity Project Yields Insights (20)

Vasse fd sep10
Vasse fd sep10Vasse fd sep10
Vasse fd sep10
 
Vasse fd sep10
Vasse fd sep10Vasse fd sep10
Vasse fd sep10
 
Vasse presentation stephen lee
Vasse presentation stephen leeVasse presentation stephen lee
Vasse presentation stephen lee
 
Banks nsip
Banks nsipBanks nsip
Banks nsip
 
Highlights leading edge project webinar 24 sept 2019
Highlights leading edge project webinar   24 sept 2019Highlights leading edge project webinar   24 sept 2019
Highlights leading edge project webinar 24 sept 2019
 
Senegal dairy genetics / Sénégal génétique laitière
Senegal dairy genetics / Sénégal génétique laitièreSenegal dairy genetics / Sénégal génétique laitière
Senegal dairy genetics / Sénégal génétique laitière
 
Effect of early feeding
Effect of early feeding Effect of early feeding
Effect of early feeding
 
Dr. muneendra kumar
Dr. muneendra kumar Dr. muneendra kumar
Dr. muneendra kumar
 
Balanced concentrate feed field trial results in Samastipur and Muzaffarpur
Balanced concentrate feed field trial results in Samastipur and MuzaffarpurBalanced concentrate feed field trial results in Samastipur and Muzaffarpur
Balanced concentrate feed field trial results in Samastipur and Muzaffarpur
 
SMF Dairy Team Final Presentation April 2013
SMF Dairy Team Final Presentation April 2013SMF Dairy Team Final Presentation April 2013
SMF Dairy Team Final Presentation April 2013
 
Producing quaility beef
Producing quaility beefProducing quaility beef
Producing quaility beef
 
The role of food systems in improving maternal and child nutrition in challen...
The role of food systems in improving maternal and child nutrition in challen...The role of food systems in improving maternal and child nutrition in challen...
The role of food systems in improving maternal and child nutrition in challen...
 
Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...
Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...
Current Situation and Development in the Small Ruminant (Goat) Industry Suppl...
 
The science and quality of new zealand dairy
The science and quality of new zealand dairyThe science and quality of new zealand dairy
The science and quality of new zealand dairy
 
An Overview of Genomic Selection and Fertility
An Overview of Genomic Selection and FertilityAn Overview of Genomic Selection and Fertility
An Overview of Genomic Selection and Fertility
 
How the goat industry can benefit from NSIP
How the goat industry can benefit from NSIPHow the goat industry can benefit from NSIP
How the goat industry can benefit from NSIP
 
5. Luis Silva_Feedworks_2022.pptx
5. Luis Silva_Feedworks_2022.pptx5. Luis Silva_Feedworks_2022.pptx
5. Luis Silva_Feedworks_2022.pptx
 
ILRI’s Livestock Genetics Program—LiveGene
ILRI’s Livestock Genetics Program—LiveGeneILRI’s Livestock Genetics Program—LiveGene
ILRI’s Livestock Genetics Program—LiveGene
 
Economic Considerations Regarding the Raising of Dairy Replacement Heifers
Economic Considerations Regarding the Raising of Dairy Replacement HeifersEconomic Considerations Regarding the Raising of Dairy Replacement Heifers
Economic Considerations Regarding the Raising of Dairy Replacement Heifers
 
Irish catalog
Irish catalogIrish catalog
Irish catalog
 

Plus de VasseSep2010

Thomson vasse field day talk
Thomson vasse field day talkThomson vasse field day talk
Thomson vasse field day talkVasseSep2010
 
Martin stainesvasse open day talk 15sep2010 verion3
Martin stainesvasse open day talk 15sep2010 verion3Martin stainesvasse open day talk 15sep2010 verion3
Martin stainesvasse open day talk 15sep2010 verion3VasseSep2010
 
Vasse field day methane sept 2010 jones
Vasse field day methane sept 2010 jonesVasse field day methane sept 2010 jones
Vasse field day methane sept 2010 jonesVasseSep2010
 
Vasse 150910 wayne
Vasse 150910 wayneVasse 150910 wayne
Vasse 150910 wayneVasseSep2010
 
Tilwin vassefieldday
Tilwin vassefielddayTilwin vassefieldday
Tilwin vassefielddayVasseSep2010
 
Mike bolland 2010 vrc open day presentation
Mike bolland 2010 vrc open day presentationMike bolland 2010 vrc open day presentation
Mike bolland 2010 vrc open day presentationVasseSep2010
 

Plus de VasseSep2010 (6)

Thomson vasse field day talk
Thomson vasse field day talkThomson vasse field day talk
Thomson vasse field day talk
 
Martin stainesvasse open day talk 15sep2010 verion3
Martin stainesvasse open day talk 15sep2010 verion3Martin stainesvasse open day talk 15sep2010 verion3
Martin stainesvasse open day talk 15sep2010 verion3
 
Vasse field day methane sept 2010 jones
Vasse field day methane sept 2010 jonesVasse field day methane sept 2010 jones
Vasse field day methane sept 2010 jones
 
Vasse 150910 wayne
Vasse 150910 wayneVasse 150910 wayne
Vasse 150910 wayne
 
Tilwin vassefieldday
Tilwin vassefielddayTilwin vassefieldday
Tilwin vassefieldday
 
Mike bolland 2010 vrc open day presentation
Mike bolland 2010 vrc open day presentationMike bolland 2010 vrc open day presentation
Mike bolland 2010 vrc open day presentation
 

Dernier

E J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxE J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxJackieSparrow3
 
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ EscortsDelhi Escorts Service
 
(南达科他州立大学毕业证学位证成绩单-永久存档)
(南达科他州立大学毕业证学位证成绩单-永久存档)(南达科他州立大学毕业证学位证成绩单-永久存档)
(南达科他州立大学毕业证学位证成绩单-永久存档)oannq
 
办理西悉尼大学毕业证成绩单、制作假文凭
办理西悉尼大学毕业证成绩单、制作假文凭办理西悉尼大学毕业证成绩单、制作假文凭
办理西悉尼大学毕业证成绩单、制作假文凭o8wvnojp
 
西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做j5bzwet6
 
Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan
 
Call Girls In Dwarka Sub City ☎️7838079806 ✅ 💯Call Girls In Delhi
Call Girls In Dwarka Sub City  ☎️7838079806 ✅ 💯Call Girls In DelhiCall Girls In Dwarka Sub City  ☎️7838079806 ✅ 💯Call Girls In Delhi
Call Girls In Dwarka Sub City ☎️7838079806 ✅ 💯Call Girls In DelhiSoniyaSingh
 
Inspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptxInspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptxShubham Rawat
 
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 AvilableCall Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilabledollysharma2066
 
南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证kbdhl05e
 

Dernier (12)

Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝
Model Call Girl in Lado Sarai Delhi reach out to us at 🔝9953056974🔝
 
E J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptxE J Waggoner against Kellogg's Pantheism 8.pptx
E J Waggoner against Kellogg's Pantheism 8.pptx
 
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
(No.1)↠Young Call Girls in Sikanderpur (Gurgaon) ꧁❤ 9711911712 ❤꧂ Escorts
 
(南达科他州立大学毕业证学位证成绩单-永久存档)
(南达科他州立大学毕业证学位证成绩单-永久存档)(南达科他州立大学毕业证学位证成绩单-永久存档)
(南达科他州立大学毕业证学位证成绩单-永久存档)
 
办理西悉尼大学毕业证成绩单、制作假文凭
办理西悉尼大学毕业证成绩单、制作假文凭办理西悉尼大学毕业证成绩单、制作假文凭
办理西悉尼大学毕业证成绩单、制作假文凭
 
西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做西伦敦大学毕业证学位证成绩单-怎么样做
西伦敦大学毕业证学位证成绩单-怎么样做
 
Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Govindpuri Delhi 💯Call Us 🔝8264348440🔝
 
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
Authentic No 1 Amil Baba In Pakistan Amil Baba In Faisalabad Amil Baba In Kar...
 
Call Girls In Dwarka Sub City ☎️7838079806 ✅ 💯Call Girls In Delhi
Call Girls In Dwarka Sub City  ☎️7838079806 ✅ 💯Call Girls In DelhiCall Girls In Dwarka Sub City  ☎️7838079806 ✅ 💯Call Girls In Delhi
Call Girls In Dwarka Sub City ☎️7838079806 ✅ 💯Call Girls In Delhi
 
Inspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptxInspiring Through Words Power of Inspiration.pptx
Inspiring Through Words Power of Inspiration.pptx
 
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 AvilableCall Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
Call Girls In Karkardooma 83770 87607 Just-Dial Escorts Service 24X7 Avilable
 
南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证南新罕布什尔大学毕业证学位证成绩单-学历认证
南新罕布什尔大学毕业证学位证成绩单-学历认证
 

Maternal Productivity Project Yields Insights

  • 1. Maternal Productivity Project (Southern Aust) Jeisane Accioly, Fiona Jones and Michael Laurence (on behalf of a large team)
  • 2. WA Maternal ProductivityWA Maternal Productivity TeamTeam Brad Seib John Milligan Tex Hann Nola Mercer Ryan Drage Brian McIntyre Peter Jelinek Leonarda Paszkudzka-Baizert Greg Sawyer
  • 4. Western Australia • Jane Speijers Other Researchers South Australia • Wayne Pitchford • Katrina Copping • Mick Deland • Nick Edwards • Ian Carmichael • Michelle Hebart • Stephen Lee New South Wales • Kath Donehue •Robert Herd • Peter Parnell Victoria • John Graham
  • 6. 386 kg Start wt 398 kg 1.5 kg/d ADG 1.5 kg/d 1640 kg Expected feed 1670 kg 1880 kg Actual feed 1580 kg + 240 kg Net feed intake - 90 kg Low Efficiency High Efficiency
  • 7. 1. Adoption of selection strategies influencing body composition (e.g. RBY and NFI) constrained by industry concerns about impact on breeding herd efficiency, especially in variable nutritional environments Key industry issues
  • 8. 2. The seedstock industry lacks suitable selection criteria for effective improvement of breeding herd efficiency (kg cow and calf per MJ energy consumed by cow & calf) Key industry issues
  • 9. Key issue in South Maternal efficiency:  Cow feed (75%) • Maintenance • Energy storage & retrieval  Reproductive performance  Calving ease  Calf value  Longevity  Cow salvage value
  • 10. Improve breeding herd efficiency in temperate Australia  Impact of selection for body composition on herd efficiency, especially under variable nutrition  Efficient use of available feed resources & body reserves to produce progeny  Full multi-trait index with measure of maternal efficiency & optimally weighted composition traits for variable environments Project aims
  • 11. Key research question … Does selection for improved NFI or RBY% influence breeding herd efficiency* ? Hypothesis: Selection for reduced NFI and reduced carcass fatness increase breeding herd efficiency in good, but not in poor nutritional environments * Kg of cow and calf liveweight / MJ energy consumed by the breeding herd
  • 12. Two approaches: 1. Correlations between traits across large range of production systems (Industry herds) 2. Differences between divergent single-trait lines in formal design (Research herds) Project approach
  • 13. Animal Selection • 154 “fat line” yearling heifers arrived Jan-Feb 07 sourced from industry seedstock herds in Vic & SA (‘B’ heifers). • 62 NFI heifers arrived Jan-Feb 08 Sourced from Trangie NFI Selection Herd, NSW. • 95 “fat line” yearling heifers arrived Feb-Mar 08 sourced from industry seedstock herds in Vic & SA (‘C’ heifers). Maternal efficiency herds Angus Hereford Research herds
  • 15. 4 Lines High Fat Low FatLow Fat High NFI Low NFI 2 Nutrition High Low 2 Sites Vasse, WA Struan, SA x x Intensive measurements and estimation of food intake Research herds 3 calving seasons
  • 16. EBV differencesEBV differences between the linesbetween the lines EBV High Fat (n=170) Low Fat (n=170) High NFI (n=81) Low NFI (n=81) Rib fat 1.2 -1.4 3.2 -0.4 Rump P8 1.4 -1.5 3.0 -0.6 NFIP 0.65 -0.47 NFIF 0.77 -0.87 BWt 3.8 4.9 2.9 4.6 Wt200 31.3 36.3 18.9 25.9 Milk 10.8 10.6 7.8 9.0 Wt600 75.9 83.8 47.6 60.6 MCWT 67.7 81.3 42.0 58.6 DTC -3.3 -1.8 -1.2 0.3 EMA 2.40 2.10 0.42 0.48
  • 17. Heifer managementHeifer management Nutritional treat’s applied 9 week joining Calving SepSep OctOct NovNov DecDec JanJan FebFeb MarMar AprApr MayMay JuneJune JulyJuly AugAug SepSep OctOct NovNov DecDec JanJan FebFeb JuneJune JulyJuly AugAug SepSep OctOct NovNov DecDec JanJan FebFeb MarMar AprApr MayMay JuneJune JulyJuly AugAug SepSep OctOct NovNov 9 week joining Nutritional treat’s applied Calving Weaning Weaning VasseVasse StruanStruan 9 week joining9 week joining
  • 18. 0 100 200 300 400 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec PastureEnergySupply (MJ/ha/day) 0.0 100.0 200.0 300.0 400.0 CattleEnergyDemand (MJ/head/day) Energy Supply & Demand: Early Calvers & Late CalversEnergy Supply & Demand: Early Calvers & Late Calvers
  • 19. Rainfall (mm) 2006: 577 mm 2007: 810 mm 2008: 671 mm 2009: 679 mm 2010: 464.1mm 0 50 100 150 200 250 300 Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec 2006 2007 2008 2009 2010
  • 22. Weight of Fat cowsWeight of Fat cows 0 100 200 300 400 500 600 700 PM1 W0 PM 2 W1 CowWeight(kg) High Fat Low Fat High Fat High Nut Low Fat High Nut High Fat Low Nut Low Fat Low Nut
  • 23. P8 FatP8 Fat 0 2 4 6 8 10 12 PM1 W0 PM 2 W1 Cowp8Fat(mm) High Fat Low Fat High NFI High Nut Low NFI High Nut High NFI Low Nut Low NFI Low Nut
  • 24. 11stst calvers pre-matingcalvers pre-mating and pregnancy testand pregnancy test Line Age (days)* Weight (kg) P8 fat (mm)*** Conception rate* Adjusted conception rate* High Fat 473 370 6.5 93.5 93.4 Low Fat 465 367 4.9 85.1 86.8
  • 25. Pre-mating and pregnancyPre-mating and pregnancy test 2test 2ndnd calvingcalving Line Nutrition Weight (kg)*** P8 fat (mm)** Conception rate High Fat High 531 8.3 94.9 High Fat Low 488 5.4 88.4 Low Fat High 575 7.6 93.5 Low Fat Low 491 4.2 85.7
  • 26. Days to calving forDays to calving for heifersheifers 260 270 280 290 300 310 320 330 High Nutrition Low Nutrition DaysToCalving(days) High Fat Low Fat *
  • 27. Days to Calving 2Days to Calving 2ndnd calverscalvers 295 297 299 301 303 305 307 309 311 313 High Fat - High Nut" High Fat - Low Nut Low Fat- High Nut Low Fat - Low Nut
  • 28. MessagesMessages • Low fat cows were bigger / heavier (ave. 50kg) • Low fat cows were leaner (>3mm) • Fat difference was consistent across seasons • Low fat cows seem to have poorer reproduction??
  • 29. Birth weightBirth weight 0 5 10 15 20 25 30 35 40 1st calf 2nd calf BirthWeight(kg) High Fat High Nut Low Fat High Nut High Fat Low Nut Low Fat Low Nut
  • 30. Calf weaning weightCalf weaning weight from 1from 1stst calverscalvers
  • 31. Messages (calves)Messages (calves) • No effect of fat genotype on birth or weaning weight • Nutrition effect on weaning weight
  • 33. Weight of NFI cowsWeight of NFI cows
  • 34. P8 Fat – NFI cowsP8 Fat – NFI cows 0 2 4 6 8 10 12 14 16 PM1 W0 PM 2 W1 Cowp8(mm) High NFI Low NFI High NFI High Nut Low NFI High Nut High NFI Low Nut Low NFI Low Nut
  • 35. 11stst calvers pre-matingcalvers pre-mating and pregnancy testand pregnancy test Line Age (days) Weight (kg) P8 fat (mm)*** Conception rate Adjusted conception rate High NFI 493 306 10.4 91.9 91.8 Low NFI 492 315 8.2 91.6 91.6
  • 36. Pre-mating and pregnancyPre-mating and pregnancy test 2test 2ndnd calvingcalving Line Nutrition Weight (kg) P8 fat (mm)*** Conception rate High NFI High 478 11.9 95.1 High NFI Low 441 8.7 96.1 Low NFI High 488 8.8 87.4 Low NFI Low 438 6.1 88.7
  • 37. Days to calving forDays to calving for heifersheifers 260 270 280 290 300 310 320 330 High Nutrition Low Nutrition DaysToCalving(days) High NFI Low NFI
  • 38. Days to Calving 2Days to Calving 2ndnd calverscalvers 310 312 314 316 318 320 322 324 326 High NFI High Nut High NFI Low Nut Low NFI High Nut Low NFI Low Nut
  • 39. Birth weightBirth weight 0 5 10 15 20 25 30 35 40 1st calf 2nd calf BirthWeight(kg) High NFI High Nut Low NFI High Nut High NFI Low Nut Low NFI Low Nut
  • 40. Calf weaning weightCalf weaning weight from 1from 1stst calverscalvers
  • 41. MessagesMessages • No difference in weight of cows • Trend for Low NFI cows to be leaner • No effect of NFI in reproduction • No effect of NFI in birth or weaning weight • Effect of nutrition on weaning weight
  • 42. Main messagesMain messages • Genetically fatter cows seem to be more fertile, especially under low nutrition • Selection for body composition holds across seasons and nutrition treatments • No effect of cow fatness or NFI EBV on weaning weight of her calf • Selection for NFI is associated with changes in fatness