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Improving the value of maize as livestock feed to enhance the livelihoods of maize-livestock farmers in East Africa  CIMMYT/ILRI/NARS Joint Project 2005-2009 BMZ Presentation: CGIAR Systemwide Livestock Programme Livestock Policy Group, 1 December 2009 ILR I International   Livestock Research Institute
Background: ,[object Object],[object Object],[object Object],[object Object]
Justification: ,[object Object],[object Object],[object Object],[object Object],[object Object]
Maize stover for animal fodder…
Current maize breeding programs: ,[object Object],[object Object],[object Object]
Project Goal ,[object Object]
Objectives: ,[object Object],[object Object],[object Object],[object Object],[object Object]
Project partners: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Influence of livestock related factors on farmers choice of maize cultivars ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cattle numbers, human population and feed resources in Ethiopia [Source: Mario Herrero, ILRI] ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Maize-Livestock Systems in NZ, Tanzania
Use of stover in contrasting scenarios (PRAs in Bako and Awassa) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Maize attributes identified by farmers that determine choice of maize cultivars  Food criteria Feed criteria Agronomic criteria Other criteria Taste of main dishes Nutritional quality  Quality of ‘ferso’ Sweet green cob Flour mix-ability Digestibility  Taste of  kolo, mullu Flour yield  Fermentation of the dough  Thin bark of the stalk Thin stalk Soft stalk Wet stalk   Green leaf  Sweet stalk  Stover   biomass Number of tillers  Yield by volume Yield by weight   Cob size  Grain size  Number of ear per plant  Plant height  Drought tolerance  Disease tolerance  Pest resistance  Weed resistance  Uniformity (plant and color of tassel) Ear filling  Husk cover  Duration  Seed color  Seed re-use  Cash investment  Labor investment  Market price  Seed availability  Fertilizer
Importance of maize attributes by gender and maize/livestock scenario FOOD TRAITS FEED TRAITS
Farmers’ evaluation of maize varieties with respect to major attributes Improved variety Local variety
Factors influencing farmers’ choice of maize varieties ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Variable Y=Local only Y=IV only Y=IV-Local FAMSIZE 0.016 -0.008 -0.008 EXPYEAR 0.012*** -0.007 -0.005 TLU -0.012 0.003 0.009 ACCROAD 0.112** -0.094* -0.018 MARKET -0.063 0.000 0.063 LAND -0.108*** 0.082*** 0.025 ST_AREA -0.660*** 0.385*** 0.275*** SEX -0.231** 0.232* -0.001 EDU 0.041 -0.101 0.060 FERT -0.043 0.396*** 0.439*** SEED -0.209** 0.068 0.141 CREDIT 0.127 0.126 -0.253*** EXTN -0.306* -0.102 0.408*** FOOD d -0.180** 0.107 0.074 ISHET d 0.234** 0.087 -0.322*** BIOMS d -0.104 -0.063 0.167* SWTS d 0.159 -0.093 -0.066 YIELD d -0.300*** 0.178 -0.178 PRICE d -0.141 0.153 -0.012
Livestock production potential of maize stover and its prediction by laboratory traits  ,[object Object],[object Object],[object Object],[object Object],[object Object],Fernandez-Rivera et al, unpublished
Sheep performance on maize stover based-diets Fernandez-Rivera et al, unpublished 0.04 0.001 P < 10.5 3.5 LSD 30.0 45.8 2004/2005 SYN 32 29.4 45.1 2004/2005 SYN 2 25.6 46.2 2004/2005 SYN 1 27.9 45.3 2004/2005 PHB 3253 33.6 45.7 2005 KULENI 34.9 47.5 2004/2005 KATUMANI 30.3 46.7 2005 GIBE 1 23.5 44.6 2004/2005 BH 660 37.8 51.5 2004/2005 BH 542 QPM 26.3 44.0 2004 BH 540 27.9 47.2 2004/2004 BH 140 18.5 43.3 2005 A 511 Weight gain (g/d) Intake Years Cultivar
Correlation between livestock productivity and lab quality traits in 71 individual treatments  Fernandez-Rivera et al, unpublished <0.01 <0.01 0.20 0.80 <0.01 P>F -0.48 -0.53 -0.19 0.04 0.40 R 2004 <0.01 <0.01 0.01 0.80 0.22 P>F -0.58 -0.66 -0.50 -0.06 -0.26 R 2003 0.07 -0.22 Lignin (ADL)  0.09 -0.21 Cellulose (ADF)  0.04 -0.24 Cell wall (NDF) 0.01 0.29 In vitro  digestibility  0.50 0.08 Nitrogen  P>F R 2004 + 2005 Traits
Correlation between livestock productivity and lab quality traits in 71 individual treatments  Fernandez-Rivera et al, unpublished <0.01 <0.01 0.20 0.80 <0.01 P>F -0.48 -0.53 -0.19 0.04 0.40 R 2004 <0.01 <0.01 0.01 0.80 0.22 P>F -0.58 -0.66 -0.50 -0.06 -0.26 R 2003 0.07 -0.22 Lignin (ADL)  0.09 -0.21 Cellulose (ADF)  0.04 -0.24 Cell wall (NDF) 0.01 0.29 In vitro  digestibility  0.50 0.08 Nitrogen  P>F R 2004 + 2005 Traits
Correlation between livestock productivity and morphological  quality traits Fernandez-Rivera et al, unpublished ,[object Object],0.94 0.01 Leaf width 0.81 -0.04 Leaf length 0.94 -0.01 Number of leaves 0.40 -0.12 Stem diameter 0.31 -0.15 Plant height P > F R 2004 Traits
New tools for quick & economical on-field assessment of stover fodder value for breeders
Qualitative trait prediction in plant breeding based on Near Reflectance Infrared Spectroscopy (NIRS)  Non-destructive c.  200 samples/d >30 traits Physico-chemical c.  60 000 US $ Calibration Validation NIRS equations sharable across  compatible instruments
Blind-prediction of pertinent laboratory traits by stationary Near Infrared Spectroscopy (NIRS) 220 0.91 Kinetics (rate) of fermentation 0.88 0.87 0.88 0.91 R 2 220 Cell wall (NDF) 220 In vitro  digestibility 220 Metabolizable energy  220 Nitrogen  n Laboratory trait
U Hohenheim field NIRS instrument
[object Object],Comparison of blind-prediction of maize stover lab quality traits by field and stationary NIRS Montes et al. (2008) 0.82 0.83 0.79 R 2  Field 0.88 In vitro  digestibility 0.93 Cell wall (NDF)  0.95 Nitrogen  R 2  Stationary  Laboratory trait
2.0 0.95 2.9 0.89 In vitro  digestibility 1.68 0.95 3.3 0.79 Cell wall (NDF) 0.06 0.92 0.16 0.44 Stover Nitrogen SEP R 2 SEP R 2 Stationary NIRS (ground maize stover) Field NIRS (chopped maize stover) Variable
Conclusion ,[object Object],[object Object],[object Object],[object Object]
Genetic Variability in Maize Stover Quality and Its Relation to Primary Traits ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Phenotypic correlation between food and feed traits in 63 maize hybrids evaluated at 3 sites LSR SY N NDF ADF ME IVOMD GY  0.07 0.76** -0.28* 0.02 0.17 -0.09 -0.08 LSR -0.19 0.07 0.20 0.17 0.02 0.02 SY -0.33** 0.03 0.09 -0.13 -0.13 N -0.67** -0.19 0.67** 0.70** NDF 0.37** -0.52** -0.55** ADF -0.13 -0.12 ME 1.00**
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Heritability, heterosis and CA in maize SY and quality ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusions Implications of genetic variability and farmers’ choice on maize stover quality for breeding programs and variety release criteria
Some Principles ,[object Object],[object Object],[object Object],[object Object],Some Approaches   ,[object Object],[object Object],[object Object],Conclusions ,[object Object],[object Object],[object Object],[object Object]
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Improving the value of maize as livestock feed to enhance the livelihoods of maize-livestock farmers in East Africa

  • 1. Improving the value of maize as livestock feed to enhance the livelihoods of maize-livestock farmers in East Africa CIMMYT/ILRI/NARS Joint Project 2005-2009 BMZ Presentation: CGIAR Systemwide Livestock Programme Livestock Policy Group, 1 December 2009 ILR I International Livestock Research Institute
  • 2.
  • 3.
  • 4. Maize stover for animal fodder…
  • 5.
  • 6.
  • 7.
  • 8.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13. Maize attributes identified by farmers that determine choice of maize cultivars Food criteria Feed criteria Agronomic criteria Other criteria Taste of main dishes Nutritional quality Quality of ‘ferso’ Sweet green cob Flour mix-ability Digestibility Taste of kolo, mullu Flour yield Fermentation of the dough Thin bark of the stalk Thin stalk Soft stalk Wet stalk Green leaf Sweet stalk Stover biomass Number of tillers Yield by volume Yield by weight Cob size Grain size Number of ear per plant Plant height Drought tolerance Disease tolerance Pest resistance Weed resistance Uniformity (plant and color of tassel) Ear filling Husk cover Duration Seed color Seed re-use Cash investment Labor investment Market price Seed availability Fertilizer
  • 14. Importance of maize attributes by gender and maize/livestock scenario FOOD TRAITS FEED TRAITS
  • 15. Farmers’ evaluation of maize varieties with respect to major attributes Improved variety Local variety
  • 16.
  • 17.
  • 18. Sheep performance on maize stover based-diets Fernandez-Rivera et al, unpublished 0.04 0.001 P < 10.5 3.5 LSD 30.0 45.8 2004/2005 SYN 32 29.4 45.1 2004/2005 SYN 2 25.6 46.2 2004/2005 SYN 1 27.9 45.3 2004/2005 PHB 3253 33.6 45.7 2005 KULENI 34.9 47.5 2004/2005 KATUMANI 30.3 46.7 2005 GIBE 1 23.5 44.6 2004/2005 BH 660 37.8 51.5 2004/2005 BH 542 QPM 26.3 44.0 2004 BH 540 27.9 47.2 2004/2004 BH 140 18.5 43.3 2005 A 511 Weight gain (g/d) Intake Years Cultivar
  • 19. Correlation between livestock productivity and lab quality traits in 71 individual treatments Fernandez-Rivera et al, unpublished <0.01 <0.01 0.20 0.80 <0.01 P>F -0.48 -0.53 -0.19 0.04 0.40 R 2004 <0.01 <0.01 0.01 0.80 0.22 P>F -0.58 -0.66 -0.50 -0.06 -0.26 R 2003 0.07 -0.22 Lignin (ADL) 0.09 -0.21 Cellulose (ADF) 0.04 -0.24 Cell wall (NDF) 0.01 0.29 In vitro digestibility 0.50 0.08 Nitrogen P>F R 2004 + 2005 Traits
  • 20. Correlation between livestock productivity and lab quality traits in 71 individual treatments Fernandez-Rivera et al, unpublished <0.01 <0.01 0.20 0.80 <0.01 P>F -0.48 -0.53 -0.19 0.04 0.40 R 2004 <0.01 <0.01 0.01 0.80 0.22 P>F -0.58 -0.66 -0.50 -0.06 -0.26 R 2003 0.07 -0.22 Lignin (ADL) 0.09 -0.21 Cellulose (ADF) 0.04 -0.24 Cell wall (NDF) 0.01 0.29 In vitro digestibility 0.50 0.08 Nitrogen P>F R 2004 + 2005 Traits
  • 21.
  • 22. New tools for quick & economical on-field assessment of stover fodder value for breeders
  • 23. Qualitative trait prediction in plant breeding based on Near Reflectance Infrared Spectroscopy (NIRS) Non-destructive c. 200 samples/d >30 traits Physico-chemical c. 60 000 US $ Calibration Validation NIRS equations sharable across compatible instruments
  • 24. Blind-prediction of pertinent laboratory traits by stationary Near Infrared Spectroscopy (NIRS) 220 0.91 Kinetics (rate) of fermentation 0.88 0.87 0.88 0.91 R 2 220 Cell wall (NDF) 220 In vitro digestibility 220 Metabolizable energy 220 Nitrogen n Laboratory trait
  • 25. U Hohenheim field NIRS instrument
  • 26.
  • 27. 2.0 0.95 2.9 0.89 In vitro digestibility 1.68 0.95 3.3 0.79 Cell wall (NDF) 0.06 0.92 0.16 0.44 Stover Nitrogen SEP R 2 SEP R 2 Stationary NIRS (ground maize stover) Field NIRS (chopped maize stover) Variable
  • 28.
  • 29.
  • 30. Phenotypic correlation between food and feed traits in 63 maize hybrids evaluated at 3 sites LSR SY N NDF ADF ME IVOMD GY 0.07 0.76** -0.28* 0.02 0.17 -0.09 -0.08 LSR -0.19 0.07 0.20 0.17 0.02 0.02 SY -0.33** 0.03 0.09 -0.13 -0.13 N -0.67** -0.19 0.67** 0.70** NDF 0.37** -0.52** -0.55** ADF -0.13 -0.12 ME 1.00**
  • 31.
  • 32.
  • 33. Conclusions Implications of genetic variability and farmers’ choice on maize stover quality for breeding programs and variety release criteria
  • 34.