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Fitting technology options to
farmer context in Mali
Mary Ollenburger, Wageningen University and Research Centre
Africa RISING West Africa Review and Planning Meeting,
Accra, 30 March–1 April 2016
AfricaRISING sites in Mali
Maize
Sorghum
Soya
Cowpea
On-farm trials of options
Options
DIVERSIFICATIO
NCROPS
T2Ctrl
T4T3
Intercrop
Falconnier 2015
Analysis of on-farm trials
Falconnier 2015
Average Sorghum yield
on clay soils
Average soybean yield
on clay soils after cotton
ΔGM = 334
USD/year/ha
Analysis of on-farm trials
Sorghum
Soya
Grain Yield (kg/ha)
Grossmargin(USD/ha/year)
Falconnier 2015
Options
Niches for developing new systems
Falconnier 2015
Falconnier et al. AgSys 2015
MRE farms – replacement of sorghum by soya
HRE and HRE-LH farms – replacement of maize by maize-cowpea intercrop
LRE farms – replacement of sorghum by cowpea
1 ox
1 cow
1 donkey/calf
Farm-scale explorations: Trade-off analysis
Falconnier 2015
Farm distributions
0
25
50
75
Farms
Croparea(ha)
Householdsize(numberofpeople)
Household size
Number of
people
Crops
Cotton
Maize
Groundnut
Rice
Other
0
10
20
30
40
50
Farms
Croparea(ha)
Crops
Cotton
Maize
Groundnut
Rice
Other
0
10
20
30
40
50
0 25 50 75
Household size
Landcultivated(ha)
• Many scenarios, using limited data, to quickly explore options
• Input data:
• Household survey at district level for yields, input costs
(AfricaRISING baselines), market survey for crop prices
• Rapid characterization of population of 109 farm
households in 3 villages (crop areas, livestock and
equipment), plus detailed characterization of 19 farms
based on types
• Calculated income from crops and food self-sufficiency for
each farm in several scenarios
• Yields
• 50th percentile (median) yields [MARBES]
• 90th percentile (best farmer practice) yields [MARBES]
• Experimental potential yields [ICRISAT/IER]
• Prices
• Averaged market prices from monthly market survey in
2014-2015
• Calculated income and food self-sufficiency
• Current crop allocation
• Optimized crop allocation
• Maximize gross margins
• Meet household calorie requirements with staple grains
• Maize area < twice cotton area (fertilizer availability
constraint)
• Crop area expansion
Land use scenarios
Baseline
Optimization at 90th
percentile yield
0
20
40
60
a(ha)
Crops
Co
Ma
Gr
Yield Scenario
≥80% food
self-sufficient
≥100% food
self-sufficient
Median 91% 79%
Best farmer 99% 99%
Potential 99% 99%
• Median yields: most farms self-sufficient
• All other scenarios: all but one farm is self-sufficient
Results: Gross Margins
$1.25/person/day
poverty level
$1225 mean
yearly income
from gold mining
Median
Best farmer
Potential
C
C
C
O
O
O
Results: Gross Margins
$1.25/person/day
poverty level
$1225 mean
yearly income
from gold mining
Median
Best farmer
Potential
C
O
O
O
What can we learn from simple scenarios?
• “Rapid prototyping” of farm
designs to explore potential
• Estimating cost-benefit of a
new technology should be a
first step not a last step
• Staple crop improvement
research should target food-
insecure households
• Livestock and off-farm income
income sources are important
for improving livelihoods
Typologies for Targeting and Scaling
• Simple indicators allow researchers to place
farmers within types
• Important to target a diverse group of farmers for
testing technologies
• Farmer evaluations can aid in analysis of
variability and in targeting technologies to types
• Ex-post typologies based on initial adoption can
be useful for scaling
IFPRIARBES team
Ousmane Sanogo, Institut d’Economie Rurale
Mouvement Biologique Malienne
ICRISATTechnicians
The McKnight Foundation
Africa Research in Sustainable Intensification for the Next Generation
africa-rising.net

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Fitting technology options to farmer context in Mali

  • 1. Fitting technology options to farmer context in Mali Mary Ollenburger, Wageningen University and Research Centre Africa RISING West Africa Review and Planning Meeting, Accra, 30 March–1 April 2016
  • 3. Maize Sorghum Soya Cowpea On-farm trials of options Options DIVERSIFICATIO NCROPS T2Ctrl T4T3 Intercrop Falconnier 2015
  • 4. Analysis of on-farm trials Falconnier 2015
  • 5. Average Sorghum yield on clay soils Average soybean yield on clay soils after cotton ΔGM = 334 USD/year/ha Analysis of on-farm trials Sorghum Soya Grain Yield (kg/ha) Grossmargin(USD/ha/year) Falconnier 2015
  • 6. Options Niches for developing new systems Falconnier 2015
  • 7. Falconnier et al. AgSys 2015
  • 8. MRE farms – replacement of sorghum by soya HRE and HRE-LH farms – replacement of maize by maize-cowpea intercrop LRE farms – replacement of sorghum by cowpea 1 ox 1 cow 1 donkey/calf Farm-scale explorations: Trade-off analysis Falconnier 2015
  • 9. Farm distributions 0 25 50 75 Farms Croparea(ha) Householdsize(numberofpeople) Household size Number of people Crops Cotton Maize Groundnut Rice Other 0 10 20 30 40 50 Farms Croparea(ha) Crops Cotton Maize Groundnut Rice Other 0 10 20 30 40 50 0 25 50 75 Household size Landcultivated(ha)
  • 10. • Many scenarios, using limited data, to quickly explore options • Input data: • Household survey at district level for yields, input costs (AfricaRISING baselines), market survey for crop prices • Rapid characterization of population of 109 farm households in 3 villages (crop areas, livestock and equipment), plus detailed characterization of 19 farms based on types • Calculated income from crops and food self-sufficiency for each farm in several scenarios
  • 11. • Yields • 50th percentile (median) yields [MARBES] • 90th percentile (best farmer practice) yields [MARBES] • Experimental potential yields [ICRISAT/IER] • Prices • Averaged market prices from monthly market survey in 2014-2015 • Calculated income and food self-sufficiency
  • 12. • Current crop allocation • Optimized crop allocation • Maximize gross margins • Meet household calorie requirements with staple grains • Maize area < twice cotton area (fertilizer availability constraint) • Crop area expansion Land use scenarios Baseline Optimization at 90th percentile yield 0 20 40 60 a(ha) Crops Co Ma Gr
  • 13. Yield Scenario ≥80% food self-sufficient ≥100% food self-sufficient Median 91% 79% Best farmer 99% 99% Potential 99% 99% • Median yields: most farms self-sufficient • All other scenarios: all but one farm is self-sufficient
  • 14. Results: Gross Margins $1.25/person/day poverty level $1225 mean yearly income from gold mining Median Best farmer Potential C C C O O O
  • 15. Results: Gross Margins $1.25/person/day poverty level $1225 mean yearly income from gold mining Median Best farmer Potential C O O O
  • 16. What can we learn from simple scenarios? • “Rapid prototyping” of farm designs to explore potential • Estimating cost-benefit of a new technology should be a first step not a last step • Staple crop improvement research should target food- insecure households • Livestock and off-farm income income sources are important for improving livelihoods
  • 17. Typologies for Targeting and Scaling • Simple indicators allow researchers to place farmers within types • Important to target a diverse group of farmers for testing technologies • Farmer evaluations can aid in analysis of variability and in targeting technologies to types • Ex-post typologies based on initial adoption can be useful for scaling
  • 18. IFPRIARBES team Ousmane Sanogo, Institut d’Economie Rurale Mouvement Biologique Malienne ICRISATTechnicians The McKnight Foundation Africa Research in Sustainable Intensification for the Next Generation africa-rising.net

Notes de l'éditeur

  1. 2 sites, BGNI high rainfall low pop density (26/km2) KTLA low rainfall high pop density (70/km2)
  2. ----- Notes de la réunion (01/09/15 18:00) ----- 21 options, assessed for yield and gross margin
  3. Point out that there’s a difference between household and compound types – how to look compound -> household -> individual and what information you get at each level Decisions re eg what goes on which soil type after which crop are made IN MALI at COMPOUND level by a chef des terres Started with cluster analysis and then developed a decision tree so it becomes easy to classify farmers in the field
  4. Replacing %ages of area with a new option
  5. Rapid characterization
  6. 19 farms from rapid characterization
  7. Crops: cotton maize gnut rice
  8. Farmers are near optimal income levels now. Don’t gain much from optimization at current yields, a little more at 90th %ile, potential/opt potential 10 cases where optimized potential yields > gold mining
  9. Farmers are near optimal income levels now. Don’t gain much from optimization at current yields, a little more at 90th %ile. Groundnut and cowpea are potentially profitable options that have other benefits
  10. IFPRI: Carlo Azzari, Beliyou Haile, Patrice Howard, and Cleo Roberts Mobiom: Adama Samaké, Baseriba Samaké, Fousseni Samaké, Moussa Diawara, and Toumani Sidibé ICRISAT: Diakaridia Goita, Youssouf Boiré, and Yaya Traoré