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Climate change and the outlook for Cassava




        Julian Ramirez, Andy Jarvis, Patricia
        Moreno, James Cock, Carlos Navarro,
                  Beatriz Herrera
What will be the role of cassava in a
         climate changed world?

• We know cassava is a resistant crop….
• …..but will it stand up to climate change?
• How does it fair up with other major staples?
• What are the research challenges over the
  coming decades?
• What has all this got to do with film stars?
Nothing new!
A bright future for cassava?
Cassava – an exception to the rule?
 •For example, US maize, soy, cotton yields fall rapidly when exposed
 to temperatures >30˚C

 •In many cases, roughly 6-10% yield loss per degree




                                          Schlenker and Roberts 2009 PNAS
How might the climate change?
What will this mean for cassava?
                                                  Minimum absolute
                                                                              300
                                                  rainfall (mm)
                                                  Minimum optimum
                                                                              800
                                                  rainfall (mm)
                                                  Maximum optimum
                                                                             2200
                                                  rainfall (mm)
                                                  Maximum absolute
                                                                             2800
                                                  rainfall (mm)


                                                  Killing temperature (°C)    0
                                                  Minimum absolute
                                                                             15.0
                                                  temperature (°C)
                                                  Minimum optimum
It evaluates on monthly basis if there                                       22.0
                                                  temperature (°C)
are adequate climatic conditions                  Maximum optimum
                                                                             32.0
                                                  temperature (°C)
within a growing season for                       Maximum absolute
temperature and precipitation…                                               45.0
                                                  temperature (°C)


…and calculates the climatic suitability of the   Growing season (days)        240
resulting interaction between rainfall and
temperature…
Current suitability
Current climatic constraint
Future suitability change
What will this mean for cassava?
The Rambo root!
But what about other staples?




The Rambo root   versus   Mr. Bean
Cassava suitability change compared
          with other staples




• Cassava consistently outperforms other
  staples in terms of changes in suitability
Cassava’s role as a substitution crop
• Cassava as a fallback crop under an uncertain
  climate (risk management)
• Cassava as the substitution crop for other
  staples more sensitive to heat and drought
• Cassava as a source of increasing food and
  nutritional security across the continent
Not so fast….


• Pests and diseases:
  the Achilles Heal of
  cassava?
Impacts on mealy bug and brown
             streak virus




Mealy bug           Brown streak virus
Future Priorities
• The Achilles heal: addressing pest and disease
  susceptibility
• Breeding in low latitudes for cold tolerance
  (e.g. Southern Africa, Brazil, China)
• Improving cassava science and knowledge:
  physiological models of the crop and its
  diseases
Look for conditions in future analogues to existing
      conditions how cassava will perform




Simulate crop growth and development within and
beyond the current climate range where cassava is
                 currently grown
AgTrials.org (929 cassava trials)
Calibrate and evaluate
the model using multi-
site trial data




                               We need
                               more!
It will be developed from the Mathews & Hunt GUMCAS model

It appears to be the most complete cassava model currently
available and also it is in DSSAT requires more development
and calibration

• Improve the DSSAT GUMCAS model with (so far):
   • DSSAT team (Gerrit Hoogenboom (WSU), Cheryl Porter,
     K. Boote, and J. Jones (University of Florida))
   • CLAYUCA and partners
   • The Thai cassava modeling group (Dept of Agriculture,
     Khon Kaen University and Chiang Mai University)
   • Researchers involved in developing the early cassava
     models (e.g. Tony Hunt, James Cock).
• Information of such aspects as the effects of elevated CO2 levels on
  growth and development.
• Trials by researchers valuable information for development and
  calibrate the model.
• Information on a farm level realistic simulation of the crop
  considering yield gap




• The creation of an inter-agency cassava model that evaluates a
  variety of scenarios with respect to cassava productivity
• Members can use the models directly, or request specific analysis
Email: a.jarvis@cgiar.org
                      Internet: http://dapa.ciat.cgiar.org
                          http://www.ccafs.cgiar.org




•   (Jarvis et al.,2012) Is cassava the answer to African climate change adaptation
•   (Ceballos et al., 2011) Chapter 19. Adaptation of Cassava to Changing Climates.
•   (Herrera et al., 2011) Threats to cassava production: known and potential geographic
    distribution of four key biotic constraints

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Andy J - Climate change and the outlook for cassava

  • 1. Climate change and the outlook for Cassava Julian Ramirez, Andy Jarvis, Patricia Moreno, James Cock, Carlos Navarro, Beatriz Herrera
  • 2. What will be the role of cassava in a climate changed world? • We know cassava is a resistant crop…. • …..but will it stand up to climate change? • How does it fair up with other major staples? • What are the research challenges over the coming decades? • What has all this got to do with film stars?
  • 4. A bright future for cassava?
  • 5. Cassava – an exception to the rule? •For example, US maize, soy, cotton yields fall rapidly when exposed to temperatures >30˚C •In many cases, roughly 6-10% yield loss per degree Schlenker and Roberts 2009 PNAS
  • 6. How might the climate change?
  • 7. What will this mean for cassava? Minimum absolute 300 rainfall (mm) Minimum optimum 800 rainfall (mm) Maximum optimum 2200 rainfall (mm) Maximum absolute 2800 rainfall (mm) Killing temperature (°C) 0 Minimum absolute 15.0 temperature (°C) Minimum optimum It evaluates on monthly basis if there 22.0 temperature (°C) are adequate climatic conditions Maximum optimum 32.0 temperature (°C) within a growing season for Maximum absolute temperature and precipitation… 45.0 temperature (°C) …and calculates the climatic suitability of the Growing season (days) 240 resulting interaction between rainfall and temperature…
  • 11. What will this mean for cassava?
  • 13. But what about other staples? The Rambo root versus Mr. Bean
  • 14. Cassava suitability change compared with other staples • Cassava consistently outperforms other staples in terms of changes in suitability
  • 15. Cassava’s role as a substitution crop • Cassava as a fallback crop under an uncertain climate (risk management) • Cassava as the substitution crop for other staples more sensitive to heat and drought • Cassava as a source of increasing food and nutritional security across the continent
  • 16. Not so fast…. • Pests and diseases: the Achilles Heal of cassava?
  • 17. Impacts on mealy bug and brown streak virus Mealy bug Brown streak virus
  • 18. Future Priorities • The Achilles heal: addressing pest and disease susceptibility • Breeding in low latitudes for cold tolerance (e.g. Southern Africa, Brazil, China) • Improving cassava science and knowledge: physiological models of the crop and its diseases
  • 19. Look for conditions in future analogues to existing conditions how cassava will perform Simulate crop growth and development within and beyond the current climate range where cassava is currently grown
  • 20. AgTrials.org (929 cassava trials) Calibrate and evaluate the model using multi- site trial data We need more!
  • 21. It will be developed from the Mathews & Hunt GUMCAS model It appears to be the most complete cassava model currently available and also it is in DSSAT requires more development and calibration • Improve the DSSAT GUMCAS model with (so far): • DSSAT team (Gerrit Hoogenboom (WSU), Cheryl Porter, K. Boote, and J. Jones (University of Florida)) • CLAYUCA and partners • The Thai cassava modeling group (Dept of Agriculture, Khon Kaen University and Chiang Mai University) • Researchers involved in developing the early cassava models (e.g. Tony Hunt, James Cock).
  • 22. • Information of such aspects as the effects of elevated CO2 levels on growth and development. • Trials by researchers valuable information for development and calibrate the model. • Information on a farm level realistic simulation of the crop considering yield gap • The creation of an inter-agency cassava model that evaluates a variety of scenarios with respect to cassava productivity • Members can use the models directly, or request specific analysis
  • 23. Email: a.jarvis@cgiar.org Internet: http://dapa.ciat.cgiar.org http://www.ccafs.cgiar.org • (Jarvis et al.,2012) Is cassava the answer to African climate change adaptation • (Ceballos et al., 2011) Chapter 19. Adaptation of Cassava to Changing Climates. • (Herrera et al., 2011) Threats to cassava production: known and potential geographic distribution of four key biotic constraints