SlideShare a Scribd company logo
Eating Data,
Byte by Byte
#BigDataInA
g
Data is the flux capacitor
of agricultural research
Tractor based precision
farming
4 major changes
Satellite images
Smart, cheap sensors, Internet
of Things
Analytical capacity
So what is holding it
back?
Take out your cellphone
You have 60 seconds….
Tell me something that might help me
make a decision in the next 24 hours
PERSONALIZATION
This is Imelda – she is a coffee farmer
and lives in Pescador, Cauca. Tell her
something useful….
Getting sustained, personalized information
services to farmers and the food system
Preliminary data shows that successful ICT-enabled RAS could
drive…
30-40%
increase in yields
30-45x
return in farmer income / dollar
invested
20-25%
increase in
farmer income
cost savings for public
systems
10x
>50%
greater adoption
rates
SOURCE: Yield, income, ROI and cost targets are aspirational targets estimated for RAS investments based on evidence from existing models and
dimensions of BMGF proposed investment. Dalberg study provides detailed data and methodology on impact and cost-effectiveness of RAS models.
to solve agricultural
development problems faster,
better and at greater scale
Platform by name,
Innovation Hub by nature
Needs new partnerships, new capacity
ORGANIZE CONVENE INSPIRE
Convene
Inspire
Inspire
• Real Time Diagnostics for Wheat Rust | CIMMYT, EIAR, & John Innes Centre
• Interactive Voice Response Marketing Service | VOTO Mobile & CIMMYT
• Farm.ink | ILRI
• Pest and disease monitoring by using artificial intelligence | CIAT, CIP, Bioversity
International, Google, Penn State University & IITA
• Smartphone camera data | CABI & IFPRI
In summary….
• Huge promise, but only handful of success stories in smallholder systems.
Plenty to learn! Fail forwards.
• Need for appropriate technology for smallholder systems: new business
models
• Some of the challenges include:
• Kickstarting a sustainable data ecosystem (requires institutional change)
• Capacity building a new generation of agricultural scientists and field agronomists
• Providing the enabling environment for services to be successful
• Generating robust evidence on value for money, impact on gender/youth
• Enormously exciting!
Thank you!
bigdata.cgiar.org
#BigDataInAg

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Soon we’re all going to be eating data, one byte at a time

  • 1. Eating Data, Byte by Byte #BigDataInA g
  • 2. Data is the flux capacitor of agricultural research
  • 3.
  • 5.
  • 6.
  • 7.
  • 8.
  • 10.
  • 11.
  • 12.
  • 14. Smart, cheap sensors, Internet of Things
  • 16.
  • 17. So what is holding it back?
  • 18.
  • 19. Take out your cellphone
  • 20. You have 60 seconds…. Tell me something that might help me make a decision in the next 24 hours
  • 22. This is Imelda – she is a coffee farmer and lives in Pescador, Cauca. Tell her something useful….
  • 23. Getting sustained, personalized information services to farmers and the food system
  • 24. Preliminary data shows that successful ICT-enabled RAS could drive… 30-40% increase in yields 30-45x return in farmer income / dollar invested 20-25% increase in farmer income cost savings for public systems 10x >50% greater adoption rates SOURCE: Yield, income, ROI and cost targets are aspirational targets estimated for RAS investments based on evidence from existing models and dimensions of BMGF proposed investment. Dalberg study provides detailed data and methodology on impact and cost-effectiveness of RAS models.
  • 25.
  • 26.
  • 27. to solve agricultural development problems faster, better and at greater scale
  • 29. Needs new partnerships, new capacity
  • 31.
  • 34. Inspire • Real Time Diagnostics for Wheat Rust | CIMMYT, EIAR, & John Innes Centre • Interactive Voice Response Marketing Service | VOTO Mobile & CIMMYT • Farm.ink | ILRI • Pest and disease monitoring by using artificial intelligence | CIAT, CIP, Bioversity International, Google, Penn State University & IITA • Smartphone camera data | CABI & IFPRI
  • 35. In summary…. • Huge promise, but only handful of success stories in smallholder systems. Plenty to learn! Fail forwards. • Need for appropriate technology for smallholder systems: new business models • Some of the challenges include: • Kickstarting a sustainable data ecosystem (requires institutional change) • Capacity building a new generation of agricultural scientists and field agronomists • Providing the enabling environment for services to be successful • Generating robust evidence on value for money, impact on gender/youth • Enormously exciting!

Editor's Notes

  1. The Big Data Platform presents a unique opportunity to help “data enable” the CGIAR but also to accelerate the digitization of the ag development enterprise as a whole. This is the ‘vision’ of the Platform, supported by three strategic pillars.
  2. Agriculture #23 out of 23 sectors in US in terms of digitalization
  3. 570m farms in the world, 72% less than 1 Ha, and produce 70% of food
  4. 6b have access to a mobile phone, more than have access to a toilet
  5. Farms surveyed by the CGIAR each year
  6. Farms surveyed by the CGIAR each year
  7. Three modules also serve as strategic pillars.
  8. We have developed a robust prototype of a CGIAR-wide data harvester. You can search across all CGIAR databases and we are developing the underlying logic that make it possible to search across domains and geographies. http://ceres.bigdata.cgiar.org/
  9. Also hosted 5 parallel ‘mini-conferences’ for five communities of practice furthering specific technical disciplines.
  10. We ran our own digital innovation process. CGIAR and non-CGIAR submissions required, for the categories here (soured from CRPs). 120 submissions from 37 countries.
  11. But only 5 could win. 100k grants to these teams to develop their ideas for 12 months.
  12. Help from the board: Help us build partnerships and connections to similar efforts Advocate for organizational change as relates to repositioning the CGIAR as a leadership voice: leading on open data, defining good data use for our sector, developing new data-driven business models and approaches.