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Spatial frame work and land characterizing in
Africa RISING and Vital Signs
Zhe Guo, IFPRI

Africa RISING–CSISA Joint Monitoring and Evaluation Meeting,
Addis Ababa, Ethiopia, 11-13 November 2013
Current Stratification process
 Biophysical variables
Rainfall (1km, 5km, 50km)
Temperature (1km)
Elevation (90m)
Slope (1km)
Length of growth period (5km,
10km)
Land cover (30m, 300m, 1km)
Farming systems
Ago-Ecological zones (1km)
Targeted crop distribution
(10km)

 Socioeconomic variables
Travel time to major market (1km)
Population density (100m, 1km)
 Household variables
Crop types
Cropping system
Individual crop share
Livestock type and density
 Expertise knowledge and regional
database
 Weather station
Ghana and Mali
• Cropping systems
• Length of growth
period
• Market access
Tanzania
• Elevation
• Rainfall
Malawi
•
•
•
•

Weather station data
Elevation
Temperature
Distance between the sites
Ethiopia
• Elevation
• Rainfall
• Slope
Similarity between AR and VS
 Target countries (Ghana, Tanzania, Ethiopia)
 Both adopt LSMS instruments and modules
 Soil sampling (nutrients, PH)
 Biophysical variables
 Socioeconomic variables
 Agriculture production
 Indicators
Difference approaches in land
stratification between AR and VS
 Vital Signs:
 4 Tiers: from coarse to fine spatial resolution.
Tier 1: Continental and regional satellite products
Tier 2: Quick ground choosing plot + existing HH
Tier 3: Water station
Tier 4: Very high resolution imageries + HH

 Africa Rising:
 Land cover is considered but does not play a key role
 Using best available and reliable biophysical and socioeconomic
variables
 HH and communities
Difference between AR and VS
 Utilization of satellite products on land
monitoring
Adopting existing land cover product (1 tier)
Groundtruthing on crop types on the ground
Develop project oriented land cover and land use
product at at multi scale
Monitoring changes and evaluating impacts using very
high resolution images
Feature extraction and identify the homogeneous units
Scale up
Knowing land cover /cropping
system pattern is important
 Climate forcing
 Wood fuels
 Livestock's
 Water security

 Monitoring
 Scale up
 Validation

 Sustainable Agricultural
Intensification
 Soil health
 Resilience
 Biodiversity
Difference between AR and VS
 Ecosystem services
 Developing biodiversity security indicators
 Water security
Collaborations
 Field sampling
 Household survey
 Spatial coverage
 Ghana?

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Spatial frame work and land characterizing in Africa RISING and Vital Signs

  • 1. Spatial frame work and land characterizing in Africa RISING and Vital Signs Zhe Guo, IFPRI Africa RISING–CSISA Joint Monitoring and Evaluation Meeting, Addis Ababa, Ethiopia, 11-13 November 2013
  • 2. Current Stratification process  Biophysical variables Rainfall (1km, 5km, 50km) Temperature (1km) Elevation (90m) Slope (1km) Length of growth period (5km, 10km) Land cover (30m, 300m, 1km) Farming systems Ago-Ecological zones (1km) Targeted crop distribution (10km)  Socioeconomic variables Travel time to major market (1km) Population density (100m, 1km)  Household variables Crop types Cropping system Individual crop share Livestock type and density  Expertise knowledge and regional database  Weather station
  • 3. Ghana and Mali • Cropping systems • Length of growth period • Market access
  • 7. Similarity between AR and VS  Target countries (Ghana, Tanzania, Ethiopia)  Both adopt LSMS instruments and modules  Soil sampling (nutrients, PH)  Biophysical variables  Socioeconomic variables  Agriculture production  Indicators
  • 8. Difference approaches in land stratification between AR and VS  Vital Signs:  4 Tiers: from coarse to fine spatial resolution. Tier 1: Continental and regional satellite products Tier 2: Quick ground choosing plot + existing HH Tier 3: Water station Tier 4: Very high resolution imageries + HH  Africa Rising:  Land cover is considered but does not play a key role  Using best available and reliable biophysical and socioeconomic variables  HH and communities
  • 9. Difference between AR and VS  Utilization of satellite products on land monitoring Adopting existing land cover product (1 tier) Groundtruthing on crop types on the ground Develop project oriented land cover and land use product at at multi scale Monitoring changes and evaluating impacts using very high resolution images Feature extraction and identify the homogeneous units Scale up
  • 10. Knowing land cover /cropping system pattern is important  Climate forcing  Wood fuels  Livestock's  Water security  Monitoring  Scale up  Validation  Sustainable Agricultural Intensification  Soil health  Resilience  Biodiversity
  • 11. Difference between AR and VS  Ecosystem services  Developing biodiversity security indicators  Water security
  • 12. Collaborations  Field sampling  Household survey  Spatial coverage  Ghana?