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Page 1: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

Partner LogoPartner

Logo

Catherine Pfeifer

Big Data convention

22.09.2017

Cali, Colombia

Spatial work at ILRI

Page 2: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org 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

Page 3: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

Index based livestock insurance (ibli)

Piloting in Ethiopia, preparation for the expansion in Uganda

Understand palatability of

vegetation

Page 4: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

DHS (Demographic health surveys) : gettinglivestock related insight 1

Spatio-temporal analysis of livestock keepers

Page 5: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

DHS : getting livestock related insight 2

Page 6: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

DHS : getting livestock related insight 3

Gender context map for targeting

Integration of OECD data with DHS to define gendercontexts to access

value chains.

Page 7: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

DHS : getting livestock related insight 4

What’s next?

• Spatio-temporal dynamics in selected countries

• Understanding youth engagement in agriculture

Page 8: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

CLEANED approach : towards sustainablevalue chain development

Page 9: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

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

Page 10: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

Monitoring livestock from the sky (withTechnoserve)

Comparing drone and high resolution sateliteimages

Investigating the use of communication data to predict livestock markets in dryland

Page 11: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

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

Page 12: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

Capacity development

Virtual GIS lab for Somaliland

Page 13: Catherine Pfeifer - WordPress.com...Catherine Pfeifer Big Data convention 22.09.2017 Cali, Colombia Spatial work at ILRI. Overview ... better lives through livestock ilri.org ILRI

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