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Catherine Pfeifer
Big Data convention
22.09.2017
Cali, Colombia
Spatial work at ILRI
Overview
• Index based livestock insurance
• DHS : investigating patterns of livestock ownership
• CLEANED : spatially explicit ex-ante environmental simulation tool of intensifying livestock value chains
• Technoserve : near real time livestock monitoring in drylands with drones and high resolution satellite images
• Towards near real time livestock disease risk mapping
• Capacity development
Index based livestock insurance (ibli)
Piloting in Ethiopia, preparation for the expansion in Uganda
Understand palatability of
vegetation
DHS (Demographic health surveys) : gettinglivestock related insight 1
Spatio-temporal analysis of livestock keepers
DHS : getting livestock related insight 2
DHS : getting livestock related insight 3
Gender context map for targeting
Integration of OECD data with DHS to define gendercontexts to access
value chains.
DHS : getting livestock related insight 4
What’s next?
• Spatio-temporal dynamics in selected countries
• Understanding youth engagement in agriculture
CLEANED approach : towards sustainablevalue chain development
CLEANED tool : spatially explicit ex ante environemental impact assessement
Environmental dimensions :
1. Water
2. Greenhouse gas
3. Biodiversity
4. Nitrogen balance
R-shiny interface live by November
Monitoring livestock from the sky (withTechnoserve)
Comparing drone and high resolution sateliteimages
Investigating the use of communication data to predict livestock markets in dryland
Towards near real time livestock diseaserisk mapping
A viral zoonosis associated with febrile illness in humans and widespread abortions in livestock
Methods: o Machine learning algorithms – mainly
Random forest and Boosted regression trees
o Data – surveillance data on RVF and a range of GIS data layers
Key drivers: o Above-normal and persistent rainfallo Flat terrain o Low altitudeo High temperature
Capacity development
Virtual GIS lab for Somaliland
This presentation is licensed for use under the Creative Commons Attribution 4.0 International Licence.
better lives through livestock
ilri.org
ILRI thanks all donors and organizations which globally support its work through their contributions to the CGIAR system