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A member of CGIAR consortium www.iita.org
Farming system opportunities and
limitations in Rwanda: Exploring scenarios
to improve welfare and sustainable land use
JH Ainembabazi, PMN Dontsop, G Nziguheba, M van
Wijk, L Klapwijk, L Jassogne, B Vanlauwe, P van Asten,
V. Manyong
A member of CGIAR consortium www.iita.org
• Farming systems are diverse:
– Small farm size <2 ha
– Low yields <30% of attainable yield levels
– Subsistence orientation
– Low adoption of technologies
• Sustainability of these systems is uncertain
– Level of intensification
– Resource use & management
– Spatial and temporal scales
– Market orientation
• A holistic analytical strategy is required
Motivation
A member of CGIAR consortium www.iita.org
• Aim:
– Assessment of sustainability of cropping systems
– Link sustainability and welfare indicators
• Methodology:
– Framework for assessing sustainability of NRM
systems (MESMIS)
• Productivity, stability, reliability, resilience,
adaptability and self-reliance
– Cluster analysis used to generate cropping systems
• Predominant crops grown and land allocation
Aim and methodology
A member of CGIAR consortium www.iita.org
Data: Humidtropics field sites
A member of CGIAR consortium www.iita.org
0.0 10.0 20.0 30.0 40.0 50.0 60.0 70.0
Maize
Sorghum
Rice
Millet
Wheat
Cassava
Sweetpotatoes
Irishpotatoes
Yam
Beans
Groundnuts
Soyabean
Pigeonpeas
Banana
Sweetbanana
Kale
Tomatoes
carrots
Leafyvegetables
Chilies
Pineapple
Coffee
Cotton
Timber
Fodder
others
Frequency (%)
Frequencyofcropsperseason
Longrain season
Shortrain season
A member of CGIAR consortium www.iita.org
0
.2.4.6.8
1
Cluster 1 Cluster 2 Cluster 3
Cereals Legumes
Roots & Tubers Bananas
Clustering based on land allocation
A member of CGIAR consortium www.iita.org
Productivity indicators
0
1,0002,0003,000
Legume
systems
Banana
systems
Cereal
systems
Land productivity ($/ha)
0
102030
Value($/TLU) Legume
systems
Banana
systems
Cereal
systems
Value of livestock products ($/TLU)
0
20406080
Legume
systems
Banana
systems
Cereal
systems
Net cash income/capita/year ($)
0
.1.2.3
Input/outputratio
Legume
systems
Banana
systems
Cereal
systems
Economic inefficiency
A member of CGIAR consortium www.iita.org
Stability indicators
0
.1.2.3
Legume
systems
Banana
systems
Cereal
systems
Land owned/capita (ha)
0
.5
1
1.5
Livestock(ha) Legume
systems
Banana
systems
Cereal
systems
Livestock onwnership (TLU)
0
20406080
Legume
systems
Banana
systems
Cereal
systems
Value of farm assets share (%)
0
20406080
Ownlaborinput(%)
Legume
systems
Banana
systems
Cereal
systems
HH members work on own farm (%)
A member of CGIAR consortium www.iita.org
01234
Legume
systems
Banana
systems
Cereal
systems
# of months of inadequate food supplies
0
100200300
Legume
systems
Banana
systems
Cereal
systems
Food security/ self-sufficiency ratios (FSR/FSSR)
FSR FSSR
Self-reliance indicators
Food consumption
• Food security
• Food self sufficiency
• Food amount in bad months
• # months of inadequate food
0
1020304050
Inadequatefoodsupplies(%)
Legume
systems
Banana
systems
Cereal
systems
Share of a meal consumed in months of inadequate food (%)
A member of CGIAR consortium www.iita.org
Self-reliance indicators …
0246
Legume
systems
Banana
systems
Cereal
systems
Only 12% of sample rented in land
Share of operated area rented in (%)
05
1015
%ofinorganicfert
Legume
systems
Banana
systems
Cereal
systems
Share of inorganic fertilizer use
[% of total use (inorganic and organic)]
0246
Legume
systems
Banana
systems
Cereal
systems
Total debt to assets ratio (indebtedness)
05
1015
Shareofffarm(%)
Legume
systems
Banana
systems
Cereal
systems
HH members in off farm employment (%)
A member of CGIAR consortium www.iita.org
Adaptability indicators
0123
Legume
systems
Banana
systems
Cereal
systems
Seasonal crop diversity
Long rain Short rain
01234
#parcelsandplotsoperated
Legume
systems
Banana
systems
Cereal
systems
# of different parcels/plots operated
Parcels Plots
0
20406080
Legume
systems
Banana
systems
Cereal
systems
Share of plot area protected by SCP (%)
05
10152025
#oftrees
Legume
systems
Banana
systems
Cereal
systems
Average # of trees per plot
A member of CGIAR consortium www.iita.org
05
10152025
Legume
systems
Banana
systems
Cereal
systems
Application of inorganic fertilizer
0
204060
Shareofplots(%)
Legume
systems
Banana
systems
Cereal
systems
Application of organic manure
02468
Legume
systems
Banana
systems
Cereal
systems
Application of pesticides & herbicides
0
20406080
Shareofplots(%)
Legume
systems
Banana
systems
Cereal
systems
Incorporation of crop resides
Adaptability indicators …
A member of CGIAR consortium www.iita.org
05
101520
Legume
systems
Banana
systems
Cereal
systems
Off-farm income (%)
0
.5
1
#extensionvisits
Legume
systems
Banana
systems
Cereal
systems
Extension visits in 2 years
Adaptability indicators …
A member of CGIAR consortium www.iita.org
Productivity
Stability
Self-reliance
Adaptability
10
20
30
Sustainability scores in 25th quartile
Productivity
Stability
Self-reliance
Adaptability
10
20
30
40
Median scores for sustainability
Productivity
Stability
Self-reliance
Adaptability
10
20
30
40
Sustainability scores in 75th quartile
Productivity
Stability
Self-reliance
Adaptability
10
20
30
Legume sytems
Banana systems
Cereal systems
Average scores for sustainability
Scores for sustainability attributes
A member of CGIAR consortium www.iita.org
1020304050
0 2 4 6 8
log of FSR/FSSR
FSR FSSR
FSR FSSR
FS and FSS ratios
Legume based systems
10203040
Overallsustainabilityindex
0 2 4 6 8
log of FSR/FSSR
FSR FSSR
FSR FSSR
FS and FSS ratios
Banana based systems
10203040
Overallsustainabilityindex
0 2 4 6 8
log of FSR/FSSR
FSR FSSR
FSR FSSR
FS and FSS ratios
Cereal based systems
1020304050
0 2 4 6 8 10
log of total consumable income/capita
Annual income per capita
Legume based systems
10203040
Overallsustainabilityindex
0 2 4 6 8 10
log of total consumable income/capita
Annual income per capita
Banana based systems
10203040
Overallsustainabilityindex
0 2 4 6 8 10
log of total consumable income/capita
Annual income per capita
Cereal based systems
Relationship between food security and
income
A member of CGIAR consortium www.iita.org
• Trade-off: socio-economic (stability/self-reliance) Vs
bio-physical indicators (productivity/adaptability)
– Cereal systems are more stable & self-reliant
– Banana & legume systems are more productive & adaptive
• Sustainability – welfare indicators relationship
– Increases at decreasing rate, stabilizes then declines
• Maximum sustainability scores <50%
• Holistic interventions & analyses – not appropriate
– Farming systems Vs individual farms
Conclusions and implications
A member of CGIAR consortium www.iita.org
THANK YOU

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Farming system opportunities and limitations in Rwanda: Exploring scenarios to improve welfare and sustainable land use by Ainembabazi et al

  • 1. A member of CGIAR consortium www.iita.org Farming system opportunities and limitations in Rwanda: Exploring scenarios to improve welfare and sustainable land use JH Ainembabazi, PMN Dontsop, G Nziguheba, M van Wijk, L Klapwijk, L Jassogne, B Vanlauwe, P van Asten, V. Manyong
  • 2. A member of CGIAR consortium www.iita.org • Farming systems are diverse: – Small farm size <2 ha – Low yields <30% of attainable yield levels – Subsistence orientation – Low adoption of technologies • Sustainability of these systems is uncertain – Level of intensification – Resource use & management – Spatial and temporal scales – Market orientation • A holistic analytical strategy is required Motivation
  • 3. A member of CGIAR consortium www.iita.org • Aim: – Assessment of sustainability of cropping systems – Link sustainability and welfare indicators • Methodology: – Framework for assessing sustainability of NRM systems (MESMIS) • Productivity, stability, reliability, resilience, adaptability and self-reliance – Cluster analysis used to generate cropping systems • Predominant crops grown and land allocation Aim and methodology
  • 4. A member of CGIAR consortium www.iita.org Data: Humidtropics field sites
  • 5. A member of CGIAR consortium www.iita.org 0.0 10.0 20.0 30.0 40.0 50.0 60.0 70.0 Maize Sorghum Rice Millet Wheat Cassava Sweetpotatoes Irishpotatoes Yam Beans Groundnuts Soyabean Pigeonpeas Banana Sweetbanana Kale Tomatoes carrots Leafyvegetables Chilies Pineapple Coffee Cotton Timber Fodder others Frequency (%) Frequencyofcropsperseason Longrain season Shortrain season
  • 6. A member of CGIAR consortium www.iita.org 0 .2.4.6.8 1 Cluster 1 Cluster 2 Cluster 3 Cereals Legumes Roots & Tubers Bananas Clustering based on land allocation
  • 7. A member of CGIAR consortium www.iita.org Productivity indicators 0 1,0002,0003,000 Legume systems Banana systems Cereal systems Land productivity ($/ha) 0 102030 Value($/TLU) Legume systems Banana systems Cereal systems Value of livestock products ($/TLU) 0 20406080 Legume systems Banana systems Cereal systems Net cash income/capita/year ($) 0 .1.2.3 Input/outputratio Legume systems Banana systems Cereal systems Economic inefficiency
  • 8. A member of CGIAR consortium www.iita.org Stability indicators 0 .1.2.3 Legume systems Banana systems Cereal systems Land owned/capita (ha) 0 .5 1 1.5 Livestock(ha) Legume systems Banana systems Cereal systems Livestock onwnership (TLU) 0 20406080 Legume systems Banana systems Cereal systems Value of farm assets share (%) 0 20406080 Ownlaborinput(%) Legume systems Banana systems Cereal systems HH members work on own farm (%)
  • 9. A member of CGIAR consortium www.iita.org 01234 Legume systems Banana systems Cereal systems # of months of inadequate food supplies 0 100200300 Legume systems Banana systems Cereal systems Food security/ self-sufficiency ratios (FSR/FSSR) FSR FSSR Self-reliance indicators Food consumption • Food security • Food self sufficiency • Food amount in bad months • # months of inadequate food 0 1020304050 Inadequatefoodsupplies(%) Legume systems Banana systems Cereal systems Share of a meal consumed in months of inadequate food (%)
  • 10. A member of CGIAR consortium www.iita.org Self-reliance indicators … 0246 Legume systems Banana systems Cereal systems Only 12% of sample rented in land Share of operated area rented in (%) 05 1015 %ofinorganicfert Legume systems Banana systems Cereal systems Share of inorganic fertilizer use [% of total use (inorganic and organic)] 0246 Legume systems Banana systems Cereal systems Total debt to assets ratio (indebtedness) 05 1015 Shareofffarm(%) Legume systems Banana systems Cereal systems HH members in off farm employment (%)
  • 11. A member of CGIAR consortium www.iita.org Adaptability indicators 0123 Legume systems Banana systems Cereal systems Seasonal crop diversity Long rain Short rain 01234 #parcelsandplotsoperated Legume systems Banana systems Cereal systems # of different parcels/plots operated Parcels Plots 0 20406080 Legume systems Banana systems Cereal systems Share of plot area protected by SCP (%) 05 10152025 #oftrees Legume systems Banana systems Cereal systems Average # of trees per plot
  • 12. A member of CGIAR consortium www.iita.org 05 10152025 Legume systems Banana systems Cereal systems Application of inorganic fertilizer 0 204060 Shareofplots(%) Legume systems Banana systems Cereal systems Application of organic manure 02468 Legume systems Banana systems Cereal systems Application of pesticides & herbicides 0 20406080 Shareofplots(%) Legume systems Banana systems Cereal systems Incorporation of crop resides Adaptability indicators …
  • 13. A member of CGIAR consortium www.iita.org 05 101520 Legume systems Banana systems Cereal systems Off-farm income (%) 0 .5 1 #extensionvisits Legume systems Banana systems Cereal systems Extension visits in 2 years Adaptability indicators …
  • 14. A member of CGIAR consortium www.iita.org Productivity Stability Self-reliance Adaptability 10 20 30 Sustainability scores in 25th quartile Productivity Stability Self-reliance Adaptability 10 20 30 40 Median scores for sustainability Productivity Stability Self-reliance Adaptability 10 20 30 40 Sustainability scores in 75th quartile Productivity Stability Self-reliance Adaptability 10 20 30 Legume sytems Banana systems Cereal systems Average scores for sustainability Scores for sustainability attributes
  • 15. A member of CGIAR consortium www.iita.org 1020304050 0 2 4 6 8 log of FSR/FSSR FSR FSSR FSR FSSR FS and FSS ratios Legume based systems 10203040 Overallsustainabilityindex 0 2 4 6 8 log of FSR/FSSR FSR FSSR FSR FSSR FS and FSS ratios Banana based systems 10203040 Overallsustainabilityindex 0 2 4 6 8 log of FSR/FSSR FSR FSSR FSR FSSR FS and FSS ratios Cereal based systems 1020304050 0 2 4 6 8 10 log of total consumable income/capita Annual income per capita Legume based systems 10203040 Overallsustainabilityindex 0 2 4 6 8 10 log of total consumable income/capita Annual income per capita Banana based systems 10203040 Overallsustainabilityindex 0 2 4 6 8 10 log of total consumable income/capita Annual income per capita Cereal based systems Relationship between food security and income
  • 16. A member of CGIAR consortium www.iita.org • Trade-off: socio-economic (stability/self-reliance) Vs bio-physical indicators (productivity/adaptability) – Cereal systems are more stable & self-reliant – Banana & legume systems are more productive & adaptive • Sustainability – welfare indicators relationship – Increases at decreasing rate, stabilizes then declines • Maximum sustainability scores <50% • Holistic interventions & analyses – not appropriate – Farming systems Vs individual farms Conclusions and implications
  • 17. A member of CGIAR consortium www.iita.org THANK YOU