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Agricultural data
systems transform
Smallholder Farming
across ACP countries
Chris Addison, Chipo
Msengezi, Giacomo
Rambaldi
The issue
© 2018 CTA. All rights reserved 3
Up to 70% food
production in
some countries
(SSA: 40% in
associations)
Only 20% of
production is
sold
Yield gap up to
75% in Africa
south of the
sahara.
Highly variable
by crop &
climate change
Data from smallholder
farmers data portrait
FAO
http://www.fao.org/family-
farming/data-
sources/dataportrait
Improving smallholder farmer productivity & profitability
58% of global food
production from family
farms
https://www.sciencedirect.com/s
cience/article/pii/S0305750X15
001217
Challenges for smallholder owned
agribusiness in the field from partners
Photo credit: CIFOR
Inaccurate
computation of
fertilizer inputs per
farm
Targeted advice
not possible as
lack of geo-
location of
farms
Lack of reliable
data on actual
size of farms to
support credit
facilities
Multiple
registrations for
the same farm
Weak systems
for tracking
inputs provided
to farmers on
credit =>
unrecoverable
Incomplete and
unreliable
farmers’ records
on yields and
crop use
Inappropriate
logistics as farm
locations
unknown
Concern over
use of farmers
data
Access to
government and
research data
© 2016 CTA. All rights reserved
Profiles
Policy makers
Infomediaries
Researchers
Farmers Organisation
Needs
Data management
Licencing/rights
Visualisation
Analysis
Stakeholder needs
Capacity Development
Expert analysis of issues and link to
Policy with partners
Photo credit: CIFOR
Review of
research
studies into
data flows
(WUR)
Farmers
Organisations
unaware of
existing
safeguards
(WFO/PAFO)
Policy lessons
from weather,
farm and
agriculture data
(MoEA.NL)
Data profiles:
Making data
work for
smallholder
farmers WP
(SBC4D/CTA)
Digital and Data
Driven
Agriculture:
White Paper
with
(GFAR/GODAN
)
Articles on
example cases
ICTupdate &
Spore
(Wren
Media/CTA)
Capacity
Development
assessment to
design
curriculum for
MOOC & F2F
(GODANaction)
Ministerial in
Nairobi
(GODAN &
AGRA)
CAFDO
priorities for
Open Data in
Francophone
Africa
(GODAN)
Data4Ag
project
© 2018 CTA. All rights reserved 8
Services addressing the yield and income gap
through associations are data driven
Farm data
Finance
Trade & Markets
Production
© 2018 CTA. All rights reserved 9
Four types of data in use in farming
© 2016 CTA. All rights reserved
Field
proofing
Data4Ag
Expert
analysis
Capacity
PAFO/Agricord
PAFO/WUR/
GFAR/GODAN
GODANaction
GFAR/FAO
GODAN/WUR
MoEANL
Policy
© 2016 CTA. All rights reserved
CTA
Executive
CAD
Field
Validation
Stephane Boyera (Giacomo Rambaldi)
Igara
H Oweyesiga
Nucafe
D Muwonge
SACAU
I Sunga
EAFF
Stephen Muchiri
FEBAP
Oumar Oudreago
CAPAD
A Shirukub
Data Flows
Analysis
Hugo Besemer/WUR
GFAR
Valeria Pesce
WS/Study
Peter Ballantyne
WFO
Theo de Jager
Capacity
Development
GODAN Action
Policy
Change
Consultant
Africa -
GODAN
Martin Parr
Kenya –
WUR/Min NL
Sanders Jansen
Project team
CAD,CMS,GRA,,AST,MVB
Project
advisors
IBO,PAFO,Agricord
M&E
Consultant/LMEL
DFID Project
management
Rob Lokers - WUR
CTA Executive
CAD
Project manager
C Msengezi
Face2Face
CTA:C Msengezi
Land Portal
Various
Others
LRDC/GFAR/UofNri
MOOC
FAO: Imma
Subirats
Research Uptake
IDS:Alan Stanley
Risk manager
Open Data Institute
Communications
CTA: OHersperger
Project team
CAD,CMS,GRA,,A
ST,MVB
Project Board
Advisory group
Data4Ag
Project management
© 2016 CTA. All rights reserved
Farmer led business and organisations
Data management &
Business
Development
SACAU-Lesotho,
Swaziland
IGARA – Uganda
NUCAFE - Uganda
EAFF-Kenya
PROPAC-Cameroon
ROPPA-Burkina Faso
Field validation
Consortium: CTA, Pan - African Farmers
Organisation, Agricord
& Agricord
Needs requirement
& partner proposals
Pan African Farmers
Organisation
© 2016 CTA. All rights reserved
Results to date:
Registration/reach
0
20,000
40,000
60,000
80,000
100,000
120,000
140,000
160,000
Male Female Total Target
Lesotho Swaziland Nucafe Igara
FEBAP CAFAD EAFF Socoopmata
Registered 54345
Jobs created 51*
Access to credit
667M 449F
11 Countries policy
pledge
1 Country regional
data cube for
Agriculture
4 Organisations
using new
techniques
25 Knowledge
products produced
3 multistakeholder
communities created
© 2018 CTA. All rights reserved 14
Computation of farms’
areas resulted into …
Ugandan example – Igara Tea Factory
… tailored distribution of
fertilizers
Source: IGTF, 2018
0
500
1000
1500
2000
2500
Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00
Average raw material
(kg of fresh tea leaves) delivered
Series1 Series2
Leaf collection
0
2,000
4,000
6,000
8,000
10,000
12,000
14,000
2000 2005 2010 2015 2020
metrictons
2nd quarter of year
© 2018 CTA. All rights reserved 16
Access to credit (cash)
Total number of members of the
SACCO by month and gender
0
200
400
600
800
1000
1200
Jan-00 Jan-00 Jan-00 Jan-00
Members Axis Title
Series1 Series2
Establishment of a SACCO
Opening date of the of the new IGTF Savings and Credit Co-operative (SACCO) office: 1 February 2018
Source: IGTF, 2018
0
500
1000
1500
2000
2500
Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00
Average raw material
(kg of fresh tea leaves) delivered
Series1 Series2
Leaf collection
0
2,000
4,000
6,000
8,000
10,000
12,000
14,000
2000 2005 2010 2015 2020
metrictons
2nd quarter of year
© 2016 CTA. All rights reserved
Radio
Q&A interviews on
radio aimed at raising
awareness of farmer
registration
Using National legislation
as basis developing
agreement on use of
farmer data by project
partner (being updated
as appropriate)
Data agreements
Farmer meetings Enumerators
Community meetings
used to present project
to farmers and gain
trust.
Training for enumerators
on how to communicate
with farmers in interviews
for data acquisition
Communication with beneficiaries
© 2018 CTA. All rights reserved 19
Data system Workshops
Farmers organisation consultation &
expert analysis
Expert discussions
Weather data
Farm data systems
Ethics, policy & law
on farmers data rights
© 2018 CTA. All rights reserved 20
Digital for Development:
European Development
Days
Dialogue and development community
ICTupdate/Spore
© 2018 CTA. All rights reserved 21
Strategy support papers
Synthesis of findings & scaling up
Policy communication
© 2016 CTA. All rights reserved
E-Learning
3 x Open Data MOOCs
1 x Land Data MOOC
1790 Trained
Capacity development
Webinars
14 Topics including Data management, publishing,
handling, visualisations
1010 audience
Communities
Capacity Development Working Group 74
Trainers Network 40+
RDA (just formed)
E-agriculture(FAO) Forum discussion
Face-to-Face training
Kenya - Journalists - July 2016
Equador - Policy makers - October 2016
Ghana - Trainers - July 2017
Ethiopia - Policy makers - September 2017
Kenya - Researchers- October 2017
Washington - Infomediaries - March 2018
South Africa - Infomediaries - May 2018
140 Trained (plus awards for 8 new courses 2018)
Workshops/seminars
Creating Impact with open data x 2
Creating Impact with weather data x1
220 attended
Project actions & results
Capacity Development
© 2016 CTA. All rights reserved
GODAN – ACP support
Africa Open Data Conference
ACP members support
Ministerial Nairobi declaration
CAFDO Francophone group
GODAN – Policy groups
Min of Econ Affairs NL
Africa + Caribbean
Policy support
This document has been produced with the financial assistance of the European Union. The
contents of this document are the sole responsibility of CTA and can under no circumstances
be regarded as reflecting the position of the European Union.
Thank you
CTA operates under the
framework of the Cotonou
Agreement and is funded
by the EU.
This document has been produced with the financial assistance of the European Union. The
contents of this document are the sole responsibility of CTA and can under no circumstances
be regarded as reflecting the position of the European Union.
Chris Addison
Senior programme coordinator, Data4Ag
@chrisaddison on Twitter
addison@cta.int
www.cta.int/Data4Ag

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Agricultural data systems transform smallholder farming across ACP countries by C.Addisson

  • 1. Agricultural data systems transform Smallholder Farming across ACP countries Chris Addison, Chipo Msengezi, Giacomo Rambaldi
  • 3. © 2018 CTA. All rights reserved 3 Up to 70% food production in some countries (SSA: 40% in associations) Only 20% of production is sold Yield gap up to 75% in Africa south of the sahara. Highly variable by crop & climate change Data from smallholder farmers data portrait FAO http://www.fao.org/family- farming/data- sources/dataportrait Improving smallholder farmer productivity & profitability 58% of global food production from family farms https://www.sciencedirect.com/s cience/article/pii/S0305750X15 001217
  • 4. Challenges for smallholder owned agribusiness in the field from partners Photo credit: CIFOR Inaccurate computation of fertilizer inputs per farm Targeted advice not possible as lack of geo- location of farms Lack of reliable data on actual size of farms to support credit facilities Multiple registrations for the same farm Weak systems for tracking inputs provided to farmers on credit => unrecoverable Incomplete and unreliable farmers’ records on yields and crop use Inappropriate logistics as farm locations unknown Concern over use of farmers data Access to government and research data
  • 5. © 2016 CTA. All rights reserved Profiles Policy makers Infomediaries Researchers Farmers Organisation Needs Data management Licencing/rights Visualisation Analysis Stakeholder needs Capacity Development
  • 6. Expert analysis of issues and link to Policy with partners Photo credit: CIFOR Review of research studies into data flows (WUR) Farmers Organisations unaware of existing safeguards (WFO/PAFO) Policy lessons from weather, farm and agriculture data (MoEA.NL) Data profiles: Making data work for smallholder farmers WP (SBC4D/CTA) Digital and Data Driven Agriculture: White Paper with (GFAR/GODAN ) Articles on example cases ICTupdate & Spore (Wren Media/CTA) Capacity Development assessment to design curriculum for MOOC & F2F (GODANaction) Ministerial in Nairobi (GODAN & AGRA) CAFDO priorities for Open Data in Francophone Africa (GODAN)
  • 8. © 2018 CTA. All rights reserved 8 Services addressing the yield and income gap through associations are data driven Farm data Finance Trade & Markets Production
  • 9. © 2018 CTA. All rights reserved 9 Four types of data in use in farming
  • 10. © 2016 CTA. All rights reserved Field proofing Data4Ag Expert analysis Capacity PAFO/Agricord PAFO/WUR/ GFAR/GODAN GODANaction GFAR/FAO GODAN/WUR MoEANL Policy
  • 11. © 2016 CTA. All rights reserved CTA Executive CAD Field Validation Stephane Boyera (Giacomo Rambaldi) Igara H Oweyesiga Nucafe D Muwonge SACAU I Sunga EAFF Stephen Muchiri FEBAP Oumar Oudreago CAPAD A Shirukub Data Flows Analysis Hugo Besemer/WUR GFAR Valeria Pesce WS/Study Peter Ballantyne WFO Theo de Jager Capacity Development GODAN Action Policy Change Consultant Africa - GODAN Martin Parr Kenya – WUR/Min NL Sanders Jansen Project team CAD,CMS,GRA,,AST,MVB Project advisors IBO,PAFO,Agricord M&E Consultant/LMEL DFID Project management Rob Lokers - WUR CTA Executive CAD Project manager C Msengezi Face2Face CTA:C Msengezi Land Portal Various Others LRDC/GFAR/UofNri MOOC FAO: Imma Subirats Research Uptake IDS:Alan Stanley Risk manager Open Data Institute Communications CTA: OHersperger Project team CAD,CMS,GRA,,A ST,MVB Project Board Advisory group Data4Ag Project management
  • 12. © 2016 CTA. All rights reserved Farmer led business and organisations Data management & Business Development SACAU-Lesotho, Swaziland IGARA – Uganda NUCAFE - Uganda EAFF-Kenya PROPAC-Cameroon ROPPA-Burkina Faso Field validation Consortium: CTA, Pan - African Farmers Organisation, Agricord & Agricord Needs requirement & partner proposals Pan African Farmers Organisation
  • 13. © 2016 CTA. All rights reserved Results to date: Registration/reach 0 20,000 40,000 60,000 80,000 100,000 120,000 140,000 160,000 Male Female Total Target Lesotho Swaziland Nucafe Igara FEBAP CAFAD EAFF Socoopmata Registered 54345 Jobs created 51* Access to credit 667M 449F 11 Countries policy pledge 1 Country regional data cube for Agriculture 4 Organisations using new techniques 25 Knowledge products produced 3 multistakeholder communities created
  • 14. © 2018 CTA. All rights reserved 14 Computation of farms’ areas resulted into … Ugandan example – Igara Tea Factory … tailored distribution of fertilizers
  • 15. Source: IGTF, 2018 0 500 1000 1500 2000 2500 Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00 Average raw material (kg of fresh tea leaves) delivered Series1 Series2 Leaf collection 0 2,000 4,000 6,000 8,000 10,000 12,000 14,000 2000 2005 2010 2015 2020 metrictons 2nd quarter of year
  • 16. © 2018 CTA. All rights reserved 16 Access to credit (cash) Total number of members of the SACCO by month and gender 0 200 400 600 800 1000 1200 Jan-00 Jan-00 Jan-00 Jan-00 Members Axis Title Series1 Series2 Establishment of a SACCO Opening date of the of the new IGTF Savings and Credit Co-operative (SACCO) office: 1 February 2018
  • 17. Source: IGTF, 2018 0 500 1000 1500 2000 2500 Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00Jan-00 Average raw material (kg of fresh tea leaves) delivered Series1 Series2 Leaf collection 0 2,000 4,000 6,000 8,000 10,000 12,000 14,000 2000 2005 2010 2015 2020 metrictons 2nd quarter of year
  • 18. © 2016 CTA. All rights reserved Radio Q&A interviews on radio aimed at raising awareness of farmer registration Using National legislation as basis developing agreement on use of farmer data by project partner (being updated as appropriate) Data agreements Farmer meetings Enumerators Community meetings used to present project to farmers and gain trust. Training for enumerators on how to communicate with farmers in interviews for data acquisition Communication with beneficiaries
  • 19. © 2018 CTA. All rights reserved 19 Data system Workshops Farmers organisation consultation & expert analysis Expert discussions Weather data Farm data systems Ethics, policy & law on farmers data rights
  • 20. © 2018 CTA. All rights reserved 20 Digital for Development: European Development Days Dialogue and development community ICTupdate/Spore
  • 21. © 2018 CTA. All rights reserved 21 Strategy support papers Synthesis of findings & scaling up Policy communication
  • 22. © 2016 CTA. All rights reserved E-Learning 3 x Open Data MOOCs 1 x Land Data MOOC 1790 Trained Capacity development Webinars 14 Topics including Data management, publishing, handling, visualisations 1010 audience Communities Capacity Development Working Group 74 Trainers Network 40+ RDA (just formed) E-agriculture(FAO) Forum discussion Face-to-Face training Kenya - Journalists - July 2016 Equador - Policy makers - October 2016 Ghana - Trainers - July 2017 Ethiopia - Policy makers - September 2017 Kenya - Researchers- October 2017 Washington - Infomediaries - March 2018 South Africa - Infomediaries - May 2018 140 Trained (plus awards for 8 new courses 2018) Workshops/seminars Creating Impact with open data x 2 Creating Impact with weather data x1 220 attended Project actions & results Capacity Development
  • 23. © 2016 CTA. All rights reserved GODAN – ACP support Africa Open Data Conference ACP members support Ministerial Nairobi declaration CAFDO Francophone group GODAN – Policy groups Min of Econ Affairs NL Africa + Caribbean Policy support
  • 24. This document has been produced with the financial assistance of the European Union. The contents of this document are the sole responsibility of CTA and can under no circumstances be regarded as reflecting the position of the European Union. Thank you CTA operates under the framework of the Cotonou Agreement and is funded by the EU. This document has been produced with the financial assistance of the European Union. The contents of this document are the sole responsibility of CTA and can under no circumstances be regarded as reflecting the position of the European Union. Chris Addison Senior programme coordinator, Data4Ag @chrisaddison on Twitter addison@cta.int www.cta.int/Data4Ag

Editor's Notes

  1. How livelihoods of farmers and locals be improved through data and data enabled innovations?
  2. 58% of global food production is from family farms Digitalisation can be part of the solution Weather data- In Sudan, thanks to SMS-based advisory services, farm productivity increased by 300% with improved water efficiency (CTA, 2015) Price data - Esoko market pricing SMS service revealed that farmers received a 10% price increase for their respective crops (Subervie, 2011) Ghana Extension data In Mali, yields have increased on average by 1 ton/ha thanks to RiceAdvice (among 600 farmers)
  3. Expert consultation https://cgspace.cgiar.org/handle/10568/89795 https://cgspace.cgiar.org/handle/10568/89763 https://www.cta.int/en/article/creating-impact-with-data-sid07d7c1671-90f8-4dbe-accc-736f7fd64878 http://www.fao.org/e-agriculture/news/highlights-e-consultation-ethical-legal-and-policy-aspects-data-sharing-affecting-farmers     Policy change/dialogue Nairobi Declaration of 2017         Capacity Development GODAN Action Capacity development plan.
  4. https://cgspace.cgiar.org/handle/10568/92477
  5. Red: stress Green: no problems Possibility for real time action taking on weed infestation, pests and diseases
  6. True-colour representation (top) and the respective 3D model visualisation (bottom) of images acquired from a UAV platform over cropland (Mbuyuni area, Tanzania, June 2015).
  7. True-colour representation (top) and the respective 3D model visualisation (bottom) of images acquired from a UAV platform over cropland (Mbuyuni area, Tanzania, June 2015).
  8. GODAN capacity building working group with training of trainers network. Continuing and reinforcing this work. https://dgroups.org/cta/godantrainers  
  9. Sustainability - Authorities considering supporting Farm Data Nairobi Declaration Group (Anglophone) and CAFAD (Francophone) initiatives continue African policy network support.