SlideShare a Scribd company logo
Opportunities and limitations of multidimensional crop improvement in
grain legumes to support increased productivity in mixed crop livestock
systems
Michael Blümmel1, Jane Wamatu2, Barbara Rischkowsky2 and Siboniso Moyo1
International Livestock Research Institute (ILRI)
International Centre for Agricultural Research in Dry Areas (ICARDA)
International Conference on Pulses for Health,
Nutrition and Sustainable Agriculture in Drylands
Marrakesh, Morocco, 18-20 April 2016
Topics
 Rational for paying attention to haulm traits:
demand, impact and cultivar differences
 Differences in haulm traits available in crop
improvement and opportunities for further
improvements
 Relationships between traits and trade-offs
 Where to go from here
Demand, impact and cultivar differences
 Legume haulm fodder markets
 Productivity of livestock fed legume haulms
CP HAY GN HAY CS CAKE R CONC
January 493±49bc 454±9ef 159±5a 152±3a
February 568±34ab 494±17de 174±7a 144±3a
March 610±20a 533±9cd 162±2a 163±3a
April 561±15ab 503±8de 167±3a 152±4a
May 598±10a 558±8bcd 165±2a 164±3a
June 651±8a 597±4ab 164±2a 160±4a
July 650±12a 612±6ab 180±12a 157±2a
August 667±9a 611±6ab 165±3a 162±5a
September 665±6a 649±9a 166±3a 164±5a
October 367±11d 326±10g 163±2a 172±6a
November 411±8cd 345±8g 163±3a 161±4a
Cost of (FCFA /kg DM) of cowpea (CP) and groundnut
(GN) hay compared to cotton seed (CS) cake and a
ruminant (R) concentrate at 5 fodder markets in Mali in
2010
Ayantunde et al (2015)
Live weight gains in Indian Deccan sheep fed
exclusively on groundnut haulms
Groundnut cultivars Gain (g/d)
ICGV 89104 137
ICGV 9114 123
TMV 2 111
ICGS 76 76
ICGS 11 76
DRG 12 66
ICGS 44 65
ICGV 86325 83
ICGV 92020 95
ICGV 92093 109
Prob > F 0.02
Prasad et al. 2010
Live weight changes in West African Dwarf
Sheep fed exclusively on groundnut haulms
Groundnut cultivars Gain/loss (g/d)
M170-801 46
M554-76 24
M572-801 26
RMP-12 31
UGA-2 -6
UGA-5 38
Etela and Dung 2011
Live weight Changes in Ethiopian Arsi-Bale
Sheep Fed Exclusively on Faba bean Straws
Wegi et al., 2016
Cultivars Grain Yield Straw Yield Weight Gain (g/d)
Mosisa 4.28a 5.68a 52.2ab
Walki 4.21a 4.42c 64.6a
Degaga 4.20a 4.31c 43.2bc
Shallo 4.06a 4.98b 37.5c
Local 2.89b 3.65d 48.3bc
Conclusion: demand, impact and cultivar
differences
 High monetary value of legume haulm, beginning of
grading for variations in quality
 Excellent feed potential, substantial cultivar
differences in haulm quality
 Importance of livestock productivity trials in
validating food-feed traits of cultivars
Differences in haulm traits available in crop
improvement and opportunities for
further improvements
 Variations in key haulm fodder quality traits nitrogen
(N x 6.25 equals protein) and in vitro digestibility
(IVOMD)
 Broad sense heritabilities for key traits
Crop N % IVOMD % Source
Mean Range Mean Range
Cowpea [50x2x5] 2.2 1.5 – 2.5 59.1 56.7-61.0 Samireddipally et al (2016)
Groundnut [800] 1.7 1.2 – 2.3 56.3 51.7-61.1 Nigam & Blümmel (2014)
Chickpea [280] 0.7 0.4-1.7 49.5 44.0-58.6 Blümmel et al (2016)
Chickpea [475] 0.9 0.5-1.4 49.3 44.9-53.7 Wamatu et al (2016)
Field Pea [144] 1.25 0.6-1.5 50.1 47.8-52.5 Wamatu et al (2016)
Faba Bean [150] 0.83 0.8-0.9 42.1 40.4-43.7 Ashraf et al (2016)
Lentils [530] 1.5 0.6-2.4 49.3 44.9-53.7 Wamatu et al (2016)
Crop PY HY N IVOMD
1Cowpea [50 x 2 years x 5 locations] 0.50 0.29 0.67 0.61
2Groundnut [200 x 2 years x 2 H2O] 0.72 0.75 0.81 0.49
Broad sense heritabilities (h2) for pod (PY) and haulm yield
(HY) and key haulm fodder quality traits nitrogen
(N) and in vitro digestibility (IVOMD)
1Samireddipally et al (2016), Boukar et al (2016)
2Blümmel et al (2011)
T w e n ty h ig h e s t n itro g e n c o n te n ts
2 .3 2 .4 2 .5 2 .6 2 .7 2 .8 2 .9 3 .0 3 .1
0
5 0 0
1 0 0 0
1 5 0 0
2 0 0 0
2 5 0 0
C o n tro l: P = 0 .5
S tre s s : r= -0 .4 5 ; P = 0 .0 4
R e la tio n s h ip s b e tw e e n h a u lm n itro g e n c o n te n ts a n d p o d
y ie ld in c u ltiv a rs ra n k e d fo r h a u lm n itro g e n
N itro g e n c o n ten t o f h a u lm s (% )
Podyield(kg/ha)
T w e n ty h ig h e s t p o d y ie ld e rs
1 .7 1 .8 1 .9 2 .0 2 .1 2 .2 2 .3 2 .4 2 .5 2 .6 2 .7 2 .8
0
5 0 0
1 0 0 0
1 5 0 0
2 0 0 0
2 5 0 0
3 0 0 0
3 5 0 0
4 0 0 0
c o n tro l: P = 0 .2 5
s tre s s : P = 0 .1 6
N itro g en co n te n t o f h a u lm (% )
Podyield(kg/ha)
R e la tio n s h ip s b e tw e e n h a u lm n itro g e n c o n te n ts a n d p o d
y ie ld in c u ltiv a rs ra n k e d fo r p o d y ie ld
Primary of trait: Groundnut pod yield versus haulm nitrogen yield
Groundnut Set [200 x 2 years x 2 H2O]
Blümmel et al (2012)
T w e n ty h ig h e s t in v itro digestibilities
6 1 6 2 6 3 6 4 6 5 6 6
0
5 0 0
1 0 0 0
1 5 0 0
2 0 0 0
2 5 0 0
3 0 0 0
c o n tro l: P = 0 .6 3
s tre s s : P = 0 .5 9
R e la tio n s h ip s b e tw e e n h a u lm in vitro d ig e s tib ility a n d p o d
y ie ld in c u ltiv a rs ra n k e d fo r in vitro d ig e s tib ility
In v itro digestibility of haulm s (% )
Podyield(kg/ha)
T w e n ty h ig h e s t p o d y ie ld e rs
5 7 5 8 5 9 6 0 6 1 6 2 6 3 6 4 6 5
0
5 0 0
1 0 0 0
1 5 0 0
2 0 0 0
2 5 0 0
3 0 0 0
3 5 0 0
4 0 0 0
s tre s s : P = 0 .7 6
c o n tro l: P = 0 .5 0
R e la tio n s h ip s b e tw e e n h a u lm in vitro d ig e s tib ility a n d p o d
y ie ld in c u ltiv a rs ra n k e d fo r p o d y ie ld
In v itro d ig e s tib ility o f h a u lm s (% )
Podyield(kg/ha)
Primary of trait: Groundnut pod yield versus haulm in vitro
digestibility yield
Groundnut Set [200 x 2 years x 2 H2O]
Blümmel et al (2012)
Conclusions: Differences in haulm traits available
and opportunities for further improvements
 Substantial variations in key fodder quality traits
available in most crops
 Broad sense heritabilities for key traits high enough to
allow targeted improvement
 Multi traits selection seem feasible
Relationships between traits and trade-offs
 Are there immediate trade offs between biomass
quantity and quality
 How are key fodder quality traits related to pod and
haulm yield
Variable Means Ranges P<F h2
Pod yield
Stress
Control
988
1753
316 - 1951
589 – 3283
0.0001
0.0001
0.77
0.70
Haulm yield
Stress
Control
2916
3840
1232 – 4622
1777 – 6045
0.0001
0.0001
0.73
0.70
Haulm nitrogen
Stress
Control
2.41
2.23
1.94 – 2.88
1.81 – 2.66
0.0001
0.0001
0.77
0.70
Haulm digestibility
Stress
Control
60.9
61.6
57.3 – 64.3
59.5 – 64.2
0.0001
0.0001
0.26
0.44
Pod yields (kg/ha), haulm yields (kg/ha), haulm N contents (%) and in vitro
digestibilities (%) in groundnut cultivars grown under stress (202) and
control (194) conditions at Patancheru India in 2009 and 2010
Crop N vs PY IVOMD vs PY N vs HY IVOMD vs HY
Cowpea [50x2x5] -0.26 0.11 0.21 0.44**
Groundnut [800] 0.26*** 0.05 0.26*** 0.23***
Groundnut [200] -0.23*** -0.20*** 0.53*** 0.48***
Chickpea [475] -0.06 0.06 -0.02 0.11*
Faba Bean [150] -0.16* 0.16* -0.05 0.12
Lentils [530] -0.73*** -0.12** -0.25*** 0.19***
Correlations between haulm nitrogen (N) and in vitro
digestibilities and pod (PY) and haulm yield (HY)
(Blümmel et al., 2012)
Conclusions: Relationships between traits
and trade-offs
 Considerable elasticity between changes in biomass yield and
biomass composition
In many cases inverse relations between haulm N content and
pod yield, series in the case of lentils
 Generally positive relationships between haulm fodder quality
and haulm yield
 Water stress enforces negative and positive trait relationships
Where to go from here
Assess “real” likely future value of haulms of grain legumes
Is improvement for pod yield “only” adequate and matches
farmers demand
 How could haulm traits (and grain traits) be included into
crop improvement and cultivar release criteria
Ration Design Sheep Fattening CP (%) ME (MJ/kg) Feed Cost (FCFA/100 kg)
Early dry season: based on cowpea hay 15 8.10 29 008
Early dry season: based on concentrate 15 8.34 15 406
Late dry season: based on cowpea hay 15 8.19 39 480
Late dry season: based on concentrate 15 8.39 15 870
Ayantunde et al (2015)
Potential iso-nitrogenous and iso-energetic sheep fattening rations
based on either cowpea or ruminant concentrate available at the
markets and analyzed for price-quality
Comparisons of on farms advantage of improved
dual purpose groundnut and traditional cultivar in
3 villages of Anantapur, India
Cultivars Pod yield Haulm yield Milk yield
TMV2 2.24 t/ha 2.64 t/ha 3.92 kg/d
ICGV 91114 2.57 t/ha 3.08 t/ha 4.36 kg/d
15 % 17 % 10 %
Haulm fodder quality traits in 15 cultivars release-tested
across four locations in India
Protein Lignin Digestibility
Range 13.4-19.0 3.7-6.4 54.8-59.5
Mean 15.4 5.2 56.6
Qualitative trait prediction in plant breeding based
on Near Infrared Spectroscopy (NIRS)
Non-evasive
c. 200 samples/d
>30 traits
Physico-chemical
c. 60 000 US $
Calibration
Validation
NIRS equations sharable across
compatible instruments
At current: ILRI
Propositions: Where to go from here
Promotion and support of testing of different least cost rations
among sheep fatteners in West Africa: “perceptions vs
science”
 Understand better farmer demand and valuations of whole
crop compared to “grain” focus
 Include haulm traits into new cultivar release processes of a
grain legume as proof-of-concept
Can we discuss this in context of CRP Phase 2 work?
CGIAR Research Program on Livestock and Fish
livestockfish.cgiar.org
The CGIAR Research Program on Livestock and Fish aims to increase the productivity of small-scale livestock and fish systems in
sustainable ways, making meat, milk and fish more available and affordable across the developing world.
This presentation is licensed for use under the Creative Commons Attribution 4.0 International Licence.

More Related Content

What's hot

Marker-Assisted Introgression in Sweet Corn
Marker-Assisted Introgression in Sweet CornMarker-Assisted Introgression in Sweet Corn
Marker-Assisted Introgression in Sweet Corn
CIMMYT
 
Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...
Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...
Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...
CrimsonpublishersNTNF
 
Determination of the nutritive value and metabolizable energy in Zea mays cul...
Determination of the nutritive value and metabolizable energy in Zea mays cul...Determination of the nutritive value and metabolizable energy in Zea mays cul...
Determination of the nutritive value and metabolizable energy in Zea mays cul...
Premier Publishers
 
TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS
TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS
TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS
Guru6005
 
Vinicius
ViniciusVinicius
Vinicius
matheus1986
 
Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...
Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...
Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...
Innspub Net
 
Maize Research and Development in Nepal: Status, Challenges and new Interven...
Maize Research and Development in Nepal:  Status, Challenges and new Interven...Maize Research and Development in Nepal:  Status, Challenges and new Interven...
Maize Research and Development in Nepal: Status, Challenges and new Interven...
Jiban Shrestha
 
Assessing the nutritional status of four indigenous breeds of cattle
Assessing the nutritional status of four indigenous breeds of cattleAssessing the nutritional status of four indigenous breeds of cattle
Assessing the nutritional status of four indigenous breeds of cattle
Alexander Decker
 
J0555562
J0555562J0555562
J0555562
IOSR Journals
 
Dual-purpose crop developments, fodder trading and feed processing options fo...
Dual-purpose crop developments, fodder trading and feed processing options fo...Dual-purpose crop developments, fodder trading and feed processing options fo...
Dual-purpose crop developments, fodder trading and feed processing options fo...
ILRI
 
A12
A12A12
Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...
Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...
Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...
Premier Publishers
 
Co digestion of cattle manure with organic kitchen
Co digestion of cattle manure with organic kitchenCo digestion of cattle manure with organic kitchen
Co digestion of cattle manure with organic kitchen
Ogilver Teniza Garcia
 
Optimization of extrusion process for production of
Optimization of extrusion process for production ofOptimization of extrusion process for production of
Optimization of extrusion process for production of
eSAT Publishing House
 
Optimization of extrusion process for production of texturized flaxseed defat...
Optimization of extrusion process for production of texturized flaxseed defat...Optimization of extrusion process for production of texturized flaxseed defat...
Optimization of extrusion process for production of texturized flaxseed defat...
eSAT Journals
 
Residuces in milk and production - Mukesh
Residuces in milk and production -  MukeshResiduces in milk and production -  Mukesh
Residuces in milk and production - Mukesh
Dr. Mukesh Raikwar
 
Sustainable Food Production: Increasing Food Security by Closely Integrating ...
Sustainable Food Production: Increasing Food Security by Closely Integrating ...Sustainable Food Production: Increasing Food Security by Closely Integrating ...
Sustainable Food Production: Increasing Food Security by Closely Integrating ...
IFSD14
 
B. M. Mote Cal. & Validation Short Note
B. M. Mote Cal. & Validation Short NoteB. M. Mote Cal. & Validation Short Note
B. M. Mote Cal. & Validation Short Note
B. M. Mote
 
Molecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in IndiaMolecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in India
CIMMYT
 
Pulse Genomics Comes of Age
Pulse Genomics Comes of AgePulse Genomics Comes of Age
Pulse Genomics Comes of Age
ICARDA
 

What's hot (20)

Marker-Assisted Introgression in Sweet Corn
Marker-Assisted Introgression in Sweet CornMarker-Assisted Introgression in Sweet Corn
Marker-Assisted Introgression in Sweet Corn
 
Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...
Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...
Genetic Variability for Antioxidant Activity and Total Phenolic Content in Fo...
 
Determination of the nutritive value and metabolizable energy in Zea mays cul...
Determination of the nutritive value and metabolizable energy in Zea mays cul...Determination of the nutritive value and metabolizable energy in Zea mays cul...
Determination of the nutritive value and metabolizable energy in Zea mays cul...
 
TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS
TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS
TECHNOLOGIES FOR IMPROVING GRAIN QUALITY OF CEREALS
 
Vinicius
ViniciusVinicius
Vinicius
 
Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...
Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...
Intercropping of maize and climbing bean: fodder yield, quality and nutrient ...
 
Maize Research and Development in Nepal: Status, Challenges and new Interven...
Maize Research and Development in Nepal:  Status, Challenges and new Interven...Maize Research and Development in Nepal:  Status, Challenges and new Interven...
Maize Research and Development in Nepal: Status, Challenges and new Interven...
 
Assessing the nutritional status of four indigenous breeds of cattle
Assessing the nutritional status of four indigenous breeds of cattleAssessing the nutritional status of four indigenous breeds of cattle
Assessing the nutritional status of four indigenous breeds of cattle
 
J0555562
J0555562J0555562
J0555562
 
Dual-purpose crop developments, fodder trading and feed processing options fo...
Dual-purpose crop developments, fodder trading and feed processing options fo...Dual-purpose crop developments, fodder trading and feed processing options fo...
Dual-purpose crop developments, fodder trading and feed processing options fo...
 
A12
A12A12
A12
 
Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...
Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...
Site Effects on Energy, Phytonutrients and Anti-Nutrient Contents of Ruminant...
 
Co digestion of cattle manure with organic kitchen
Co digestion of cattle manure with organic kitchenCo digestion of cattle manure with organic kitchen
Co digestion of cattle manure with organic kitchen
 
Optimization of extrusion process for production of
Optimization of extrusion process for production ofOptimization of extrusion process for production of
Optimization of extrusion process for production of
 
Optimization of extrusion process for production of texturized flaxseed defat...
Optimization of extrusion process for production of texturized flaxseed defat...Optimization of extrusion process for production of texturized flaxseed defat...
Optimization of extrusion process for production of texturized flaxseed defat...
 
Residuces in milk and production - Mukesh
Residuces in milk and production -  MukeshResiduces in milk and production -  Mukesh
Residuces in milk and production - Mukesh
 
Sustainable Food Production: Increasing Food Security by Closely Integrating ...
Sustainable Food Production: Increasing Food Security by Closely Integrating ...Sustainable Food Production: Increasing Food Security by Closely Integrating ...
Sustainable Food Production: Increasing Food Security by Closely Integrating ...
 
B. M. Mote Cal. & Validation Short Note
B. M. Mote Cal. & Validation Short NoteB. M. Mote Cal. & Validation Short Note
B. M. Mote Cal. & Validation Short Note
 
Molecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in IndiaMolecular Breeding for Development of Biofortified Maize Hybrids in India
Molecular Breeding for Development of Biofortified Maize Hybrids in India
 
Pulse Genomics Comes of Age
Pulse Genomics Comes of AgePulse Genomics Comes of Age
Pulse Genomics Comes of Age
 

Similar to Opportunities and limitations of multidimensional crop improvement in grain legumes to support increased productivity in mixed crop livestock systems

Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...
ICARDA
 
Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...
ICARDA
 
Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...
Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...
Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...
ILRI
 
Animal nutrition approaches for profitable livestock operations and sustainab...
Animal nutrition approaches for profitable livestock operations and sustainab...Animal nutrition approaches for profitable livestock operations and sustainab...
Animal nutrition approaches for profitable livestock operations and sustainab...
ILRI
 
Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...
Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...
Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...
ILRI
 
Potential and limitations of by-product based feeding systems to mitigate gre...
Potential and limitations of by-product based feeding systems to mitigate gre...Potential and limitations of by-product based feeding systems to mitigate gre...
Potential and limitations of by-product based feeding systems to mitigate gre...
ILRI
 
Spin-off technologies from 2nd generation biofuel: Potential to transform fod...
Spin-off technologies from 2nd generation biofuel: Potential to transform fod...Spin-off technologies from 2nd generation biofuel: Potential to transform fod...
Spin-off technologies from 2nd generation biofuel: Potential to transform fod...
ILRI
 
Enhancing the contribution of maize to food and fodder security in smallholde...
Enhancing the contribution of maize to food and fodder security in smallholde...Enhancing the contribution of maize to food and fodder security in smallholde...
Enhancing the contribution of maize to food and fodder security in smallholde...
AFRICAN LIVESTOCK CONFERENCE AND EXHIBITION (ALiCE 2014)
 
Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...
Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...
Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...
Irta
 
Evaluating fodder quality in sorghum RIL population under contrasting water r...
Evaluating fodder quality in sorghum RIL population under contrasting water r...Evaluating fodder quality in sorghum RIL population under contrasting water r...
Evaluating fodder quality in sorghum RIL population under contrasting water r...
ICRISAT
 
physiochemical characterization of the brewers’ spent grain from a brewery
physiochemical characterization of the brewers’ spent grain from a breweryphysiochemical characterization of the brewers’ spent grain from a brewery
physiochemical characterization of the brewers’ spent grain from a brewery
IJEAB
 
Can we turn crop residues into concentrates?
Can we turn crop residues into concentrates? Can we turn crop residues into concentrates?
Can we turn crop residues into concentrates?
ILRI
 
Use of biotechnologies to improve feed quantity and quality: Adaptation to th...
Use of biotechnologies to improve feed quantity and quality: Adaptation to th...Use of biotechnologies to improve feed quantity and quality: Adaptation to th...
Use of biotechnologies to improve feed quantity and quality: Adaptation to th...
ExternalEvents
 
Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...
Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...
Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...
LPE Learning Center
 
Hybrid seed production of pigeonpea
Hybrid seed production of pigeonpea Hybrid seed production of pigeonpea
Hybrid seed production of pigeonpea
Dr. Indrajay R. Delvadiya
 
Winning solutions for climate-smart dairy animal nutrition in India
Winning solutions for climate-smart dairy animal nutrition in IndiaWinning solutions for climate-smart dairy animal nutrition in India
Winning solutions for climate-smart dairy animal nutrition in India
ILRI
 
Kamrul Presentation ICAC 2014.pptx
Kamrul Presentation ICAC 2014.pptxKamrul Presentation ICAC 2014.pptx
Kamrul Presentation ICAC 2014.pptx
DrGhorbanAliRoshani
 
Modelling the impact on GHG emissions of using underutilized feed resources i...
Modelling the impact on GHG emissions of using underutilized feed resources i...Modelling the impact on GHG emissions of using underutilized feed resources i...
Modelling the impact on GHG emissions of using underutilized feed resources i...
BC3 - Basque Center for Climate Change
 
Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...
Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...
Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...
ILRI
 
Improving quality of pulses through physiological approaches
Improving quality of pulses through physiological approachesImproving quality of pulses through physiological approaches
Improving quality of pulses through physiological approaches
Vivek Zinzala
 

Similar to Opportunities and limitations of multidimensional crop improvement in grain legumes to support increased productivity in mixed crop livestock systems (20)

Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...
 
Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...Opportunities and limitations of multidimensional crop improvement in grain l...
Opportunities and limitations of multidimensional crop improvement in grain l...
 
Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...
Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...
Multi-dimensional crop improvement: Experiences from collaborative ILRI-ICRIS...
 
Animal nutrition approaches for profitable livestock operations and sustainab...
Animal nutrition approaches for profitable livestock operations and sustainab...Animal nutrition approaches for profitable livestock operations and sustainab...
Animal nutrition approaches for profitable livestock operations and sustainab...
 
Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...
Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...
Balancing Livestock Needs and Soil Conservation: Assessment of Opportunities ...
 
Potential and limitations of by-product based feeding systems to mitigate gre...
Potential and limitations of by-product based feeding systems to mitigate gre...Potential and limitations of by-product based feeding systems to mitigate gre...
Potential and limitations of by-product based feeding systems to mitigate gre...
 
Spin-off technologies from 2nd generation biofuel: Potential to transform fod...
Spin-off technologies from 2nd generation biofuel: Potential to transform fod...Spin-off technologies from 2nd generation biofuel: Potential to transform fod...
Spin-off technologies from 2nd generation biofuel: Potential to transform fod...
 
Enhancing the contribution of maize to food and fodder security in smallholde...
Enhancing the contribution of maize to food and fodder security in smallholde...Enhancing the contribution of maize to food and fodder security in smallholde...
Enhancing the contribution of maize to food and fodder security in smallholde...
 
Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...
Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...
Sponsor Day on animal feeding: Ruminants and sustainability: The main improve...
 
Evaluating fodder quality in sorghum RIL population under contrasting water r...
Evaluating fodder quality in sorghum RIL population under contrasting water r...Evaluating fodder quality in sorghum RIL population under contrasting water r...
Evaluating fodder quality in sorghum RIL population under contrasting water r...
 
physiochemical characterization of the brewers’ spent grain from a brewery
physiochemical characterization of the brewers’ spent grain from a breweryphysiochemical characterization of the brewers’ spent grain from a brewery
physiochemical characterization of the brewers’ spent grain from a brewery
 
Can we turn crop residues into concentrates?
Can we turn crop residues into concentrates? Can we turn crop residues into concentrates?
Can we turn crop residues into concentrates?
 
Use of biotechnologies to improve feed quantity and quality: Adaptation to th...
Use of biotechnologies to improve feed quantity and quality: Adaptation to th...Use of biotechnologies to improve feed quantity and quality: Adaptation to th...
Use of biotechnologies to improve feed quantity and quality: Adaptation to th...
 
Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...
Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...
Valuing Feedstocks for Anaerobic Digestion – Balancing Energy Potential and N...
 
Hybrid seed production of pigeonpea
Hybrid seed production of pigeonpea Hybrid seed production of pigeonpea
Hybrid seed production of pigeonpea
 
Winning solutions for climate-smart dairy animal nutrition in India
Winning solutions for climate-smart dairy animal nutrition in IndiaWinning solutions for climate-smart dairy animal nutrition in India
Winning solutions for climate-smart dairy animal nutrition in India
 
Kamrul Presentation ICAC 2014.pptx
Kamrul Presentation ICAC 2014.pptxKamrul Presentation ICAC 2014.pptx
Kamrul Presentation ICAC 2014.pptx
 
Modelling the impact on GHG emissions of using underutilized feed resources i...
Modelling the impact on GHG emissions of using underutilized feed resources i...Modelling the impact on GHG emissions of using underutilized feed resources i...
Modelling the impact on GHG emissions of using underutilized feed resources i...
 
Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...
Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...
Discovery to delivery: Livestock and Fish – Maize CRP Collaboration on dual p...
 
Improving quality of pulses through physiological approaches
Improving quality of pulses through physiological approachesImproving quality of pulses through physiological approaches
Improving quality of pulses through physiological approaches
 

More from ILRI

How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...
ILRI
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
ILRI
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
ILRI
 
A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...
ILRI
 
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
ILRI
 
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseasesPreventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
ILRI
 
Preventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne diseasePreventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne disease
ILRI
 
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistancePreventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
ILRI
 
Food safety research in low- and middle-income countries
Food safety research in low- and middle-income countriesFood safety research in low- and middle-income countries
Food safety research in low- and middle-income countries
ILRI
 
Food safety research LMIC
Food safety research LMICFood safety research LMIC
Food safety research LMIC
ILRI
 
The application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern AfricaThe application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern Africa
ILRI
 
One Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the fieldOne Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the field
ILRI
 
Reservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in UgandaReservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in Uganda
ILRI
 
Minyoo ya mbwa
Minyoo ya mbwaMinyoo ya mbwa
Minyoo ya mbwa
ILRI
 
Parasites in dogs
Parasites in dogsParasites in dogs
Parasites in dogs
ILRI
 
Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...
ILRI
 
Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...
ILRI
 
Livestock in the agrifood systems transformation
Livestock in the agrifood systems transformationLivestock in the agrifood systems transformation
Livestock in the agrifood systems transformation
ILRI
 
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
ILRI
 
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farmsPractices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
ILRI
 

More from ILRI (20)

How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...How the small-scale low biosecurity sector could be transformed into a more b...
How the small-scale low biosecurity sector could be transformed into a more b...
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
 
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
Small ruminant keepers’ knowledge, attitudes and practices towards peste des ...
 
A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...A training, certification and marketing scheme for informal dairy vendors in ...
A training, certification and marketing scheme for informal dairy vendors in ...
 
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...Milk safety and child nutrition impacts of the MoreMilk training, certificati...
Milk safety and child nutrition impacts of the MoreMilk training, certificati...
 
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseasesPreventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
Preventing the next pandemic: a 12-slide primer on emerging zoonotic diseases
 
Preventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne diseasePreventing preventable diseases: a 12-slide primer on foodborne disease
Preventing preventable diseases: a 12-slide primer on foodborne disease
 
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistancePreventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
Preventing a post-antibiotic era: a 12-slide primer on antimicrobial resistance
 
Food safety research in low- and middle-income countries
Food safety research in low- and middle-income countriesFood safety research in low- and middle-income countries
Food safety research in low- and middle-income countries
 
Food safety research LMIC
Food safety research LMICFood safety research LMIC
Food safety research LMIC
 
The application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern AfricaThe application of One Health: Observations from eastern and southern Africa
The application of One Health: Observations from eastern and southern Africa
 
One Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the fieldOne Health in action: Perspectives from 10 years in the field
One Health in action: Perspectives from 10 years in the field
 
Reservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in UgandaReservoirs of pathogenic Leptospira species in Uganda
Reservoirs of pathogenic Leptospira species in Uganda
 
Minyoo ya mbwa
Minyoo ya mbwaMinyoo ya mbwa
Minyoo ya mbwa
 
Parasites in dogs
Parasites in dogsParasites in dogs
Parasites in dogs
 
Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...Assessing meat microbiological safety and associated handling practices in bu...
Assessing meat microbiological safety and associated handling practices in bu...
 
Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...Ecological factors associated with abundance and distribution of mosquito vec...
Ecological factors associated with abundance and distribution of mosquito vec...
 
Livestock in the agrifood systems transformation
Livestock in the agrifood systems transformationLivestock in the agrifood systems transformation
Livestock in the agrifood systems transformation
 
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
Development of a fluorescent RBL reporter system for diagnosis of porcine cys...
 
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farmsPractices and drivers of antibiotic use in Kenyan smallholder dairy farms
Practices and drivers of antibiotic use in Kenyan smallholder dairy farms
 

Recently uploaded

Pests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdfPests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdf
PirithiRaju
 
The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
Sérgio Sacani
 
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdfMending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Selcen Ozturkcan
 
Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...
Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...
Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...
PsychoTech Services
 
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
Sérgio Sacani
 
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdfwaterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
LengamoLAppostilic
 
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
hozt8xgk
 
HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1
Shashank Shekhar Pandey
 
Immersive Learning That Works: Research Grounding and Paths Forward
Immersive Learning That Works: Research Grounding and Paths ForwardImmersive Learning That Works: Research Grounding and Paths Forward
Immersive Learning That Works: Research Grounding and Paths Forward
Leonel Morgado
 
Randomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNERandomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNE
University of Maribor
 
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
Scintica Instrumentation
 
Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
RitabrataSarkar3
 
Applied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdfApplied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdf
University of Hertfordshire
 
aziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobelaziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobel
İsa Badur
 
Farming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptxFarming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptx
Frédéric Baudron
 
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
frank0071
 
AJAY KUMAR NIET GreNo Guava Project File.pdf
AJAY KUMAR NIET GreNo Guava Project File.pdfAJAY KUMAR NIET GreNo Guava Project File.pdf
AJAY KUMAR NIET GreNo Guava Project File.pdf
AJAY KUMAR
 
Direct Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart AgricultureDirect Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart Agriculture
International Food Policy Research Institute- South Asia Office
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
by6843629
 
GBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of ProteinsGBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of Proteins
Areesha Ahmad
 

Recently uploaded (20)

Pests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdfPests of Storage_Identification_Dr.UPR.pdf
Pests of Storage_Identification_Dr.UPR.pdf
 
The binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defectsThe binding of cosmological structures by massless topological defects
The binding of cosmological structures by massless topological defects
 
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdfMending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
Mending Clothing to Support Sustainable Fashion_CIMaR 2024.pdf
 
Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...
Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...
Sexuality - Issues, Attitude and Behaviour - Applied Social Psychology - Psyc...
 
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
EWOCS-I: The catalog of X-ray sources in Westerlund 1 from the Extended Weste...
 
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdfwaterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
waterlessdyeingtechnolgyusing carbon dioxide chemicalspdf
 
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
快速办理(UAM毕业证书)马德里自治大学毕业证学位证一模一样
 
HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1HOW DO ORGANISMS REPRODUCE?reproduction part 1
HOW DO ORGANISMS REPRODUCE?reproduction part 1
 
Immersive Learning That Works: Research Grounding and Paths Forward
Immersive Learning That Works: Research Grounding and Paths ForwardImmersive Learning That Works: Research Grounding and Paths Forward
Immersive Learning That Works: Research Grounding and Paths Forward
 
Randomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNERandomised Optimisation Algorithms in DAPHNE
Randomised Optimisation Algorithms in DAPHNE
 
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
(June 12, 2024) Webinar: Development of PET theranostics targeting the molecu...
 
Eukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptxEukaryotic Transcription Presentation.pptx
Eukaryotic Transcription Presentation.pptx
 
Applied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdfApplied Science: Thermodynamics, Laws & Methodology.pdf
Applied Science: Thermodynamics, Laws & Methodology.pdf
 
aziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobelaziz sancar nobel prize winner: from mardin to nobel
aziz sancar nobel prize winner: from mardin to nobel
 
Farming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptxFarming systems analysis: what have we learnt?.pptx
Farming systems analysis: what have we learnt?.pptx
 
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
 
AJAY KUMAR NIET GreNo Guava Project File.pdf
AJAY KUMAR NIET GreNo Guava Project File.pdfAJAY KUMAR NIET GreNo Guava Project File.pdf
AJAY KUMAR NIET GreNo Guava Project File.pdf
 
Direct Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart AgricultureDirect Seeded Rice - Climate Smart Agriculture
Direct Seeded Rice - Climate Smart Agriculture
 
8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf8.Isolation of pure cultures and preservation of cultures.pdf
8.Isolation of pure cultures and preservation of cultures.pdf
 
GBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of ProteinsGBSN - Biochemistry (Unit 6) Chemistry of Proteins
GBSN - Biochemistry (Unit 6) Chemistry of Proteins
 

Opportunities and limitations of multidimensional crop improvement in grain legumes to support increased productivity in mixed crop livestock systems

  • 1. Opportunities and limitations of multidimensional crop improvement in grain legumes to support increased productivity in mixed crop livestock systems Michael Blümmel1, Jane Wamatu2, Barbara Rischkowsky2 and Siboniso Moyo1 International Livestock Research Institute (ILRI) International Centre for Agricultural Research in Dry Areas (ICARDA) International Conference on Pulses for Health, Nutrition and Sustainable Agriculture in Drylands Marrakesh, Morocco, 18-20 April 2016
  • 2. Topics  Rational for paying attention to haulm traits: demand, impact and cultivar differences  Differences in haulm traits available in crop improvement and opportunities for further improvements  Relationships between traits and trade-offs  Where to go from here
  • 3. Demand, impact and cultivar differences  Legume haulm fodder markets  Productivity of livestock fed legume haulms
  • 4. CP HAY GN HAY CS CAKE R CONC January 493±49bc 454±9ef 159±5a 152±3a February 568±34ab 494±17de 174±7a 144±3a March 610±20a 533±9cd 162±2a 163±3a April 561±15ab 503±8de 167±3a 152±4a May 598±10a 558±8bcd 165±2a 164±3a June 651±8a 597±4ab 164±2a 160±4a July 650±12a 612±6ab 180±12a 157±2a August 667±9a 611±6ab 165±3a 162±5a September 665±6a 649±9a 166±3a 164±5a October 367±11d 326±10g 163±2a 172±6a November 411±8cd 345±8g 163±3a 161±4a Cost of (FCFA /kg DM) of cowpea (CP) and groundnut (GN) hay compared to cotton seed (CS) cake and a ruminant (R) concentrate at 5 fodder markets in Mali in 2010 Ayantunde et al (2015)
  • 5. Live weight gains in Indian Deccan sheep fed exclusively on groundnut haulms Groundnut cultivars Gain (g/d) ICGV 89104 137 ICGV 9114 123 TMV 2 111 ICGS 76 76 ICGS 11 76 DRG 12 66 ICGS 44 65 ICGV 86325 83 ICGV 92020 95 ICGV 92093 109 Prob > F 0.02 Prasad et al. 2010
  • 6. Live weight changes in West African Dwarf Sheep fed exclusively on groundnut haulms Groundnut cultivars Gain/loss (g/d) M170-801 46 M554-76 24 M572-801 26 RMP-12 31 UGA-2 -6 UGA-5 38 Etela and Dung 2011
  • 7. Live weight Changes in Ethiopian Arsi-Bale Sheep Fed Exclusively on Faba bean Straws Wegi et al., 2016 Cultivars Grain Yield Straw Yield Weight Gain (g/d) Mosisa 4.28a 5.68a 52.2ab Walki 4.21a 4.42c 64.6a Degaga 4.20a 4.31c 43.2bc Shallo 4.06a 4.98b 37.5c Local 2.89b 3.65d 48.3bc
  • 8. Conclusion: demand, impact and cultivar differences  High monetary value of legume haulm, beginning of grading for variations in quality  Excellent feed potential, substantial cultivar differences in haulm quality  Importance of livestock productivity trials in validating food-feed traits of cultivars
  • 9. Differences in haulm traits available in crop improvement and opportunities for further improvements  Variations in key haulm fodder quality traits nitrogen (N x 6.25 equals protein) and in vitro digestibility (IVOMD)  Broad sense heritabilities for key traits
  • 10. Crop N % IVOMD % Source Mean Range Mean Range Cowpea [50x2x5] 2.2 1.5 – 2.5 59.1 56.7-61.0 Samireddipally et al (2016) Groundnut [800] 1.7 1.2 – 2.3 56.3 51.7-61.1 Nigam & Blümmel (2014) Chickpea [280] 0.7 0.4-1.7 49.5 44.0-58.6 Blümmel et al (2016) Chickpea [475] 0.9 0.5-1.4 49.3 44.9-53.7 Wamatu et al (2016) Field Pea [144] 1.25 0.6-1.5 50.1 47.8-52.5 Wamatu et al (2016) Faba Bean [150] 0.83 0.8-0.9 42.1 40.4-43.7 Ashraf et al (2016) Lentils [530] 1.5 0.6-2.4 49.3 44.9-53.7 Wamatu et al (2016)
  • 11. Crop PY HY N IVOMD 1Cowpea [50 x 2 years x 5 locations] 0.50 0.29 0.67 0.61 2Groundnut [200 x 2 years x 2 H2O] 0.72 0.75 0.81 0.49 Broad sense heritabilities (h2) for pod (PY) and haulm yield (HY) and key haulm fodder quality traits nitrogen (N) and in vitro digestibility (IVOMD) 1Samireddipally et al (2016), Boukar et al (2016) 2Blümmel et al (2011)
  • 12. T w e n ty h ig h e s t n itro g e n c o n te n ts 2 .3 2 .4 2 .5 2 .6 2 .7 2 .8 2 .9 3 .0 3 .1 0 5 0 0 1 0 0 0 1 5 0 0 2 0 0 0 2 5 0 0 C o n tro l: P = 0 .5 S tre s s : r= -0 .4 5 ; P = 0 .0 4 R e la tio n s h ip s b e tw e e n h a u lm n itro g e n c o n te n ts a n d p o d y ie ld in c u ltiv a rs ra n k e d fo r h a u lm n itro g e n N itro g e n c o n ten t o f h a u lm s (% ) Podyield(kg/ha) T w e n ty h ig h e s t p o d y ie ld e rs 1 .7 1 .8 1 .9 2 .0 2 .1 2 .2 2 .3 2 .4 2 .5 2 .6 2 .7 2 .8 0 5 0 0 1 0 0 0 1 5 0 0 2 0 0 0 2 5 0 0 3 0 0 0 3 5 0 0 4 0 0 0 c o n tro l: P = 0 .2 5 s tre s s : P = 0 .1 6 N itro g en co n te n t o f h a u lm (% ) Podyield(kg/ha) R e la tio n s h ip s b e tw e e n h a u lm n itro g e n c o n te n ts a n d p o d y ie ld in c u ltiv a rs ra n k e d fo r p o d y ie ld Primary of trait: Groundnut pod yield versus haulm nitrogen yield Groundnut Set [200 x 2 years x 2 H2O] Blümmel et al (2012)
  • 13. T w e n ty h ig h e s t in v itro digestibilities 6 1 6 2 6 3 6 4 6 5 6 6 0 5 0 0 1 0 0 0 1 5 0 0 2 0 0 0 2 5 0 0 3 0 0 0 c o n tro l: P = 0 .6 3 s tre s s : P = 0 .5 9 R e la tio n s h ip s b e tw e e n h a u lm in vitro d ig e s tib ility a n d p o d y ie ld in c u ltiv a rs ra n k e d fo r in vitro d ig e s tib ility In v itro digestibility of haulm s (% ) Podyield(kg/ha) T w e n ty h ig h e s t p o d y ie ld e rs 5 7 5 8 5 9 6 0 6 1 6 2 6 3 6 4 6 5 0 5 0 0 1 0 0 0 1 5 0 0 2 0 0 0 2 5 0 0 3 0 0 0 3 5 0 0 4 0 0 0 s tre s s : P = 0 .7 6 c o n tro l: P = 0 .5 0 R e la tio n s h ip s b e tw e e n h a u lm in vitro d ig e s tib ility a n d p o d y ie ld in c u ltiv a rs ra n k e d fo r p o d y ie ld In v itro d ig e s tib ility o f h a u lm s (% ) Podyield(kg/ha) Primary of trait: Groundnut pod yield versus haulm in vitro digestibility yield Groundnut Set [200 x 2 years x 2 H2O] Blümmel et al (2012)
  • 14. Conclusions: Differences in haulm traits available and opportunities for further improvements  Substantial variations in key fodder quality traits available in most crops  Broad sense heritabilities for key traits high enough to allow targeted improvement  Multi traits selection seem feasible
  • 15. Relationships between traits and trade-offs  Are there immediate trade offs between biomass quantity and quality  How are key fodder quality traits related to pod and haulm yield
  • 16. Variable Means Ranges P<F h2 Pod yield Stress Control 988 1753 316 - 1951 589 – 3283 0.0001 0.0001 0.77 0.70 Haulm yield Stress Control 2916 3840 1232 – 4622 1777 – 6045 0.0001 0.0001 0.73 0.70 Haulm nitrogen Stress Control 2.41 2.23 1.94 – 2.88 1.81 – 2.66 0.0001 0.0001 0.77 0.70 Haulm digestibility Stress Control 60.9 61.6 57.3 – 64.3 59.5 – 64.2 0.0001 0.0001 0.26 0.44 Pod yields (kg/ha), haulm yields (kg/ha), haulm N contents (%) and in vitro digestibilities (%) in groundnut cultivars grown under stress (202) and control (194) conditions at Patancheru India in 2009 and 2010
  • 17. Crop N vs PY IVOMD vs PY N vs HY IVOMD vs HY Cowpea [50x2x5] -0.26 0.11 0.21 0.44** Groundnut [800] 0.26*** 0.05 0.26*** 0.23*** Groundnut [200] -0.23*** -0.20*** 0.53*** 0.48*** Chickpea [475] -0.06 0.06 -0.02 0.11* Faba Bean [150] -0.16* 0.16* -0.05 0.12 Lentils [530] -0.73*** -0.12** -0.25*** 0.19*** Correlations between haulm nitrogen (N) and in vitro digestibilities and pod (PY) and haulm yield (HY)
  • 19.
  • 20. Conclusions: Relationships between traits and trade-offs  Considerable elasticity between changes in biomass yield and biomass composition In many cases inverse relations between haulm N content and pod yield, series in the case of lentils  Generally positive relationships between haulm fodder quality and haulm yield  Water stress enforces negative and positive trait relationships
  • 21. Where to go from here Assess “real” likely future value of haulms of grain legumes Is improvement for pod yield “only” adequate and matches farmers demand  How could haulm traits (and grain traits) be included into crop improvement and cultivar release criteria
  • 22. Ration Design Sheep Fattening CP (%) ME (MJ/kg) Feed Cost (FCFA/100 kg) Early dry season: based on cowpea hay 15 8.10 29 008 Early dry season: based on concentrate 15 8.34 15 406 Late dry season: based on cowpea hay 15 8.19 39 480 Late dry season: based on concentrate 15 8.39 15 870 Ayantunde et al (2015) Potential iso-nitrogenous and iso-energetic sheep fattening rations based on either cowpea or ruminant concentrate available at the markets and analyzed for price-quality
  • 23. Comparisons of on farms advantage of improved dual purpose groundnut and traditional cultivar in 3 villages of Anantapur, India Cultivars Pod yield Haulm yield Milk yield TMV2 2.24 t/ha 2.64 t/ha 3.92 kg/d ICGV 91114 2.57 t/ha 3.08 t/ha 4.36 kg/d 15 % 17 % 10 %
  • 24. Haulm fodder quality traits in 15 cultivars release-tested across four locations in India Protein Lignin Digestibility Range 13.4-19.0 3.7-6.4 54.8-59.5 Mean 15.4 5.2 56.6
  • 25. Qualitative trait prediction in plant breeding based on Near Infrared Spectroscopy (NIRS) Non-evasive c. 200 samples/d >30 traits Physico-chemical c. 60 000 US $ Calibration Validation NIRS equations sharable across compatible instruments At current: ILRI
  • 26. Propositions: Where to go from here Promotion and support of testing of different least cost rations among sheep fatteners in West Africa: “perceptions vs science”  Understand better farmer demand and valuations of whole crop compared to “grain” focus  Include haulm traits into new cultivar release processes of a grain legume as proof-of-concept Can we discuss this in context of CRP Phase 2 work?
  • 27. CGIAR Research Program on Livestock and Fish livestockfish.cgiar.org The CGIAR Research Program on Livestock and Fish aims to increase the productivity of small-scale livestock and fish systems in sustainable ways, making meat, milk and fish more available and affordable across the developing world. This presentation is licensed for use under the Creative Commons Attribution 4.0 International Licence.