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Climate change and food systems:
Global modeling to inform
decision making
Keith Wiebe
Senior Research Fellow, Environment and Production Technology Division
International Food Policy Research Institute
Global Landscapes Forum
IFPRI Session: Informing the policymaking landscape: From research to action in the fight
against climate change and hunger
Marrakech, Morocco
November 16, 2016
All models are wrong,
but some are useful
-- George Box and Norman Draper (1987)
Outline
 What makes models useful?
 Transparency, credibility, flexibility
 Engagement with stakeholders and decision makers
 Modeling approach – IMPACT
 Climate change impacts on agriculture and food
 Implications for policy
IFPRI’s IMPACT system of models
Exploring alternative climate and investment futures
4
Source: Robinson et al. (2015) "The International Model for Policy Analysis of Agricultural Commodities and Trade
(IMPACT); Model description for version 3". IFPRI Discussion Paper. International Food Policy Research Institute:
Washington, DC..
• Linked climate, water, crop and economic
models
• Estimates of production, consumption,
hunger, and environmental impacts
Climate change impacts in 2050
The case of maize yields using HadGEM (RCP8.5), DSSAT, and IMPACT (SSP2)
Maximum temperature (°C) Annual precipitation (mm)
Change in rainfed maize yields before economic adjustments Change in rainfed maize yields after economic adjustments
Source: IFPRI, IMPACT version 3.2, November 2015
Climate change impacts in 2050
Average of 5 global economic models for coarse grains, rice, wheat, oilseeds & sugar
-10
-5
0
5
10
15
20
Yields Area Production Prices Trade
Percentchangein2050
SSP1-RCP4.5 SSP2-RCP6.0 SSP3-RCP8.5
Source: Wiebe et al., Environmental Research Letters (2015)
Hunger in 2030
by climate and investment scenario
(bars showing numbers on the left axis, dots showing shares on the right axis)
7
Note: 2030-NoCC assumes a constant 2005 climate; 2030-CC reflects climate change using RCP 8.5 and the Hadley
Climate Model, and 2030-COMP assumes climate change plus increased investment in developing country agriculture.
Source: IFPRI, IMPACT model version 3.3, October 2016 (preliminary results from work in progress).
Health impacts of GHG taxes on food in 2020
Source: Springmann, Mason-D’Croz, Robinson, et al., Nature Climate Change (2016)
Key messages
• Results
– Climate change increases pressure on natural resources and slows
progress in reducing hunger, especially in Africa South of the Sahara
– Also affects diet and health in all regions
– A mix of targeted policies and investments – recognizing tradeoffs –
will be needed to address impacts at national and landscape scales
• Making results useful
– Stakeholders for global modeling include international donors and
research community
– Reaching national and sub-national decision makers requires links to
analysis and engagement at smaller scales
– Need to build these links and engagement into research planning and
policy processes
Thank you
k.wiebe@cgiar.org

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Climate change and food systems: Global modeling to inform decision making

  • 1. Climate change and food systems: Global modeling to inform decision making Keith Wiebe Senior Research Fellow, Environment and Production Technology Division International Food Policy Research Institute Global Landscapes Forum IFPRI Session: Informing the policymaking landscape: From research to action in the fight against climate change and hunger Marrakech, Morocco November 16, 2016
  • 2. All models are wrong, but some are useful -- George Box and Norman Draper (1987)
  • 3. Outline  What makes models useful?  Transparency, credibility, flexibility  Engagement with stakeholders and decision makers  Modeling approach – IMPACT  Climate change impacts on agriculture and food  Implications for policy
  • 4. IFPRI’s IMPACT system of models Exploring alternative climate and investment futures 4 Source: Robinson et al. (2015) "The International Model for Policy Analysis of Agricultural Commodities and Trade (IMPACT); Model description for version 3". IFPRI Discussion Paper. International Food Policy Research Institute: Washington, DC.. • Linked climate, water, crop and economic models • Estimates of production, consumption, hunger, and environmental impacts
  • 5. Climate change impacts in 2050 The case of maize yields using HadGEM (RCP8.5), DSSAT, and IMPACT (SSP2) Maximum temperature (°C) Annual precipitation (mm) Change in rainfed maize yields before economic adjustments Change in rainfed maize yields after economic adjustments Source: IFPRI, IMPACT version 3.2, November 2015
  • 6. Climate change impacts in 2050 Average of 5 global economic models for coarse grains, rice, wheat, oilseeds & sugar -10 -5 0 5 10 15 20 Yields Area Production Prices Trade Percentchangein2050 SSP1-RCP4.5 SSP2-RCP6.0 SSP3-RCP8.5 Source: Wiebe et al., Environmental Research Letters (2015)
  • 7. Hunger in 2030 by climate and investment scenario (bars showing numbers on the left axis, dots showing shares on the right axis) 7 Note: 2030-NoCC assumes a constant 2005 climate; 2030-CC reflects climate change using RCP 8.5 and the Hadley Climate Model, and 2030-COMP assumes climate change plus increased investment in developing country agriculture. Source: IFPRI, IMPACT model version 3.3, October 2016 (preliminary results from work in progress).
  • 8. Health impacts of GHG taxes on food in 2020 Source: Springmann, Mason-D’Croz, Robinson, et al., Nature Climate Change (2016)
  • 9. Key messages • Results – Climate change increases pressure on natural resources and slows progress in reducing hunger, especially in Africa South of the Sahara – Also affects diet and health in all regions – A mix of targeted policies and investments – recognizing tradeoffs – will be needed to address impacts at national and landscape scales • Making results useful – Stakeholders for global modeling include international donors and research community – Reaching national and sub-national decision makers requires links to analysis and engagement at smaller scales – Need to build these links and engagement into research planning and policy processes