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CIAT’s work on Cassava and Climate Change
Julian Ramirez / Andy Jarvis / Patricia Moreno
• Earlier work: Could cassava be the
answer for climate change
adaptation?
• Our workplan
Earlier work
• Jarvis et al. in press
• Ceballos et al. 2011
• Herrera et al. (2011)
Is cassava the answer for climate
change adaptation?
• Using the EcoCrop model, calibrated with
expert knowledge and CIAT cassava program
data
Ceballos et al. 2011
Jarvis et al. in press
Our 2012 workplan
(objective)
Improve existing estimates of
climate change impacts on
cassava and set up breeding
priorities for climate change
adaptation
Our 2012 workplan
1. Realise that we need a mechanistic model!
2. James Cock and his old 70’s model
3. Model development Component Status
Canopy development (LAI)
Phenology
Biomass
Root biomass and yield
Water balance
Drought response
CO2 response
Soil nutrient response
Pests
Diseases
YGP
In process
2012
>2012
Our 2012 workplan
4. GLAMorize the cassava model
General Large Area Model (GLAM)
Large-area models
are able to reproduce
large-scale historical
yield responses to
climate and inter-
annual variability
AgTrials.org (929 cassava trials)
• 5. Calibrate and evaluate the model using multi-
site trial / historical yield data
Our 2012 workplan
6. Run the model and improve current estimates
Liu et al. (2008)
What I am sure of is that
cassava is far more
plastic than this map
suggests
J. Cock (2011)
A way beyond
• First reputable cassava process-based model
with all key components
• To be coupled with socio-economic data and
models
• Also useful for evaluating other technologies
and a base for incorporating other
components

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Julian R - CIATs Work on Cassava and Climate Change

  • 1. CIAT’s work on Cassava and Climate Change Julian Ramirez / Andy Jarvis / Patricia Moreno • Earlier work: Could cassava be the answer for climate change adaptation? • Our workplan
  • 2. Earlier work • Jarvis et al. in press • Ceballos et al. 2011 • Herrera et al. (2011)
  • 3. Is cassava the answer for climate change adaptation? • Using the EcoCrop model, calibrated with expert knowledge and CIAT cassava program data Ceballos et al. 2011 Jarvis et al. in press
  • 4. Our 2012 workplan (objective) Improve existing estimates of climate change impacts on cassava and set up breeding priorities for climate change adaptation
  • 5. Our 2012 workplan 1. Realise that we need a mechanistic model! 2. James Cock and his old 70’s model 3. Model development Component Status Canopy development (LAI) Phenology Biomass Root biomass and yield Water balance Drought response CO2 response Soil nutrient response Pests Diseases YGP In process 2012 >2012
  • 6. Our 2012 workplan 4. GLAMorize the cassava model General Large Area Model (GLAM) Large-area models are able to reproduce large-scale historical yield responses to climate and inter- annual variability
  • 7. AgTrials.org (929 cassava trials) • 5. Calibrate and evaluate the model using multi- site trial / historical yield data
  • 8. Our 2012 workplan 6. Run the model and improve current estimates Liu et al. (2008) What I am sure of is that cassava is far more plastic than this map suggests J. Cock (2011)
  • 9. A way beyond • First reputable cassava process-based model with all key components • To be coupled with socio-economic data and models • Also useful for evaluating other technologies and a base for incorporating other components