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AFROweeds and Weedsbook:
Online and Offline Weed
Identification and Management
Support for Better-informed
Agricultural Change Agents
R. Kabanyoro, J. Rodenburg, T. Le Bourgeois, P.
Grard, A. Carara, R. Irakiza, D. Makokha, I.
Dzomeku, T. Chiconela, I. Malombe, S. Sarra, F.
Ekeleme, P. Marnotte
Donor: EU - ACP Sciences & Technology Programme
Coordinating centers: CIRAD & Afr icaRice
Justification
from weed identification to weed management
•
•
•

•
•
•

Weeds: major constraint to rice production
across systems and regions
Yield
loss
despite
control
15-23%;
Economic annual loss SSA: $1.5 billion
Effective
weed
management
requires
informed actors and knowledge on weed
species
This requires accessible support tools,
information sources and exchange platforms
Increased use of internet, smartphones and
tables enhances such access
Opportunity and need for electronic tools
and an online network
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
AFROweeds
electronic weed identification tool
•

Available

online

at

www.afroweeds.org/idao
•

Available offline when installed
from a CD-ROM

•

Available offline on an electronic
tablet

when

downloaded

as

an

available

as

application
•

In

the

future,

application on a smartphone
Testing the AFROweeds tool
online and offline field try-outs
• First test: online version
using iPAD with 3G data SIM
card
• Second test: offline version
(App) using iPAD with preinstalled AFROweeds App
Testing the AFROweeds tool
online and offline field try-outs

Fig. 1. Online version: average
time 7 minutes and 6 seconds;
success rate: 44%
Testing the AFROweeds tool
online and offline field try-outs

Fig. 2. Offline version (App):
average time 5 minutes; success
rate: 75%
Testing the AFROweeds tool
online and offline field try-outs
• Identifications failure causes:
o Species was not yet included in the
database
o Lack of detailed character states
(e.g. on leaf morphology, the bract
length, bulbs)
o Insufficient coverage of withinspecies character variations (e.g.
flower color)
o The user made an unnoticed early
mistake in the selection procedure
o Suboptimal 3G network coverage in the
field

• More
practice
will
success
rate
and
identification time

increase
decrease
Weedsbook
The African Weed Science Network
Weedsbook
The African Weed Science Network
Weedsbook
The African Weed Science Network
Weedsbook
The African Weed Science Network
Key comments gathered:
•Weedsbook allows sharing of information
and can be used for training and
communication
•Helps
professionals
to
update
themselves on new developments and to
generate new ideas
•Creates
new
opportunities
for
collaboration between scientists and
extension staff
•Durability of the network should be
ascertained
•Weedsbook may boost weed science in
Africa by attracting young students and
scientists; need to grow (more members)
Conclusions
better informed actors, better weed management
AFROweeds tool …
•… is not/never finished: it
can/will be expanded with more
species, more characters, more
(rice) growing environments …
•… will be made available for
iPhone and Android systems and
expected
to
replace
field
guides in book form …

Weedsbook network …
… is a useful platform for
professionals and students to
interact, learn, share,
enhance their work or studies
…
… needs more members …
… will continue as the
African Weed Science Network

AFROweeds tool and the online network Weedsbook

•Mutually reinforce each other
•Contribute to better informed actors, and therefore better
weed management
Thank you
Merci

The tool and the network can be accessed at: www.afroweeds.org
Visit the AfricaRice booth at this conference

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Th5_AFROweeds and Weedsbook: Online and Offline Weed Identification and Management Support for Better-informed Agricultural Change Agents

  • 1. AFROweeds and Weedsbook: Online and Offline Weed Identification and Management Support for Better-informed Agricultural Change Agents R. Kabanyoro, J. Rodenburg, T. Le Bourgeois, P. Grard, A. Carara, R. Irakiza, D. Makokha, I. Dzomeku, T. Chiconela, I. Malombe, S. Sarra, F. Ekeleme, P. Marnotte Donor: EU - ACP Sciences & Technology Programme Coordinating centers: CIRAD & Afr icaRice
  • 2. Justification from weed identification to weed management • • • • • • Weeds: major constraint to rice production across systems and regions Yield loss despite control 15-23%; Economic annual loss SSA: $1.5 billion Effective weed management requires informed actors and knowledge on weed species This requires accessible support tools, information sources and exchange platforms Increased use of internet, smartphones and tables enhances such access Opportunity and need for electronic tools and an online network
  • 13. AFROweeds electronic weed identification tool • Available online at www.afroweeds.org/idao • Available offline when installed from a CD-ROM • Available offline on an electronic tablet when downloaded as an available as application • In the future, application on a smartphone
  • 14. Testing the AFROweeds tool online and offline field try-outs • First test: online version using iPAD with 3G data SIM card • Second test: offline version (App) using iPAD with preinstalled AFROweeds App
  • 15. Testing the AFROweeds tool online and offline field try-outs Fig. 1. Online version: average time 7 minutes and 6 seconds; success rate: 44%
  • 16. Testing the AFROweeds tool online and offline field try-outs Fig. 2. Offline version (App): average time 5 minutes; success rate: 75%
  • 17. Testing the AFROweeds tool online and offline field try-outs • Identifications failure causes: o Species was not yet included in the database o Lack of detailed character states (e.g. on leaf morphology, the bract length, bulbs) o Insufficient coverage of withinspecies character variations (e.g. flower color) o The user made an unnoticed early mistake in the selection procedure o Suboptimal 3G network coverage in the field • More practice will success rate and identification time increase decrease
  • 18. Weedsbook The African Weed Science Network
  • 19. Weedsbook The African Weed Science Network
  • 20. Weedsbook The African Weed Science Network
  • 21. Weedsbook The African Weed Science Network Key comments gathered: •Weedsbook allows sharing of information and can be used for training and communication •Helps professionals to update themselves on new developments and to generate new ideas •Creates new opportunities for collaboration between scientists and extension staff •Durability of the network should be ascertained •Weedsbook may boost weed science in Africa by attracting young students and scientists; need to grow (more members)
  • 22. Conclusions better informed actors, better weed management AFROweeds tool … •… is not/never finished: it can/will be expanded with more species, more characters, more (rice) growing environments … •… will be made available for iPhone and Android systems and expected to replace field guides in book form … Weedsbook network … … is a useful platform for professionals and students to interact, learn, share, enhance their work or studies … … needs more members … … will continue as the African Weed Science Network AFROweeds tool and the online network Weedsbook •Mutually reinforce each other •Contribute to better informed actors, and therefore better weed management
  • 23. Thank you Merci The tool and the network can be accessed at: www.afroweeds.org Visit the AfricaRice booth at this conference