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Climate Change and Agricultural
Trade: How effective is reform as
an adaptation measure?
Gerald C. Nelson
Senior Research Fellow
Environment and Production Technology Division
World Bank and WTO Climate Change and Agriculture Trade
Risks and Responses
22 September 2009
Preview of Results
 Climate change alters comparative advantage
 Agricultural trade flows change dramatically
 Unchecked climate change will result in a 20 percent
increase in malnourished children by 2050
 Reduced agricultural protection mitigates the negative
effects some
 Results still considered preliminary. IFPRI Food Policy
Review released October 5 at IFPRI
Page 2
Outline
 Climate Change Modeling Methodology
 Impacts: Crop Supply, Demand, and Trade
 Climate Change Adaptation Costs
 The Effects of Changes in Protection
Page 3
MODELING METHODOLOGY FOR
CLIMATE CHANGE IMPACTS
Integrating Location-specific Biophysical
and Socioeconomic Modeling is Critical
 Climate change will bring location-specific changes
• in precipitation, temperature and variability
 Need to reconcile
• limited resolution of macro-level economic models that
operate through equilibrium-driven relationships with
• detailed models of dynamic biophysical processes –
crop models
 Provide more realistic modeling of climate change
effects (biophysical and economic) on global/regional
agriculture
Page 5
Global Change Model Components
 GCM climate scenarios
• NCAR (wetter) and CSIRO (drier) using SRES A2
 DSSAT crop model
• Biophysical crop response to temp and precip
 ISPAM
• Spatial distribution of crops based on crop calendars,
soil characteristics, climate of 20 most important crops
 IMPACT2009
• Global food supply demand trade model. Results to
2050 with global hydrology
Climate Change Affects Comparative
Advantage, Rice Importing Country
Page 7
Rice
Wheat
d
w
w
r
P
P
R2000
W2000
R2050
W2050
Rice imports
Wheat exports, 2000
Increases in rice
imports and wheat
exports, 2050
Climate Change Affects Comparative
Advantage, Rice Exporting Country
Page 8
Rice
Wheat
d
w
w
r
P
P
R2000
W2000
R2050
W2050
Rice exports
Wheat imports, 2000
Reduction in rice
exports and wheat
imports, 2050
Key point: Climate change might increase or decrease
trade flow. It depends on
• Biophysical determinants of relative advantage
• Socioeconomic determinants of demand
Rising average temperatures
Page 9Source: http://data.giss.nasa.gov/gistemp/graphs/
… could increase much more
Page 10
Source: Figure 10.4 in Meehl, et al. (2007)
AVERAGE ANNUAL
PRECIPITATION CHANGES BY
GCM
Watch Sub-Saharan Africa, the Amazon, and South Asia
Change in Precipitation, 2000-2050
CSIRO, A2, AR4
Change in Precipitation, 2000-2050
NCAR, A2, AR4
BIOPHYSICAL PRODUCTION
RESULTS
Climate-change-only effects on yield and area
Climate induced percentage change in yield in
2050: Irrigated Rice
NCAR A2
Climate induced percentage change in yield in
2050: Rainfed Rice
NCAR A2
Climate induced percentage change in yield in
2050: Rainfed Maize
NCAR A2
Climate induced percentage change in yield in
2050: Irrigated Wheat
NCAR A2
FOOD SUPPLY AND DEMAND
RESULTS
IMPACT2009
Biophysical effects from crop and hydrology models
and
economic effects from global agriculture model
Impact on International Food Prices
Page 20
-
50
100
150
200
250
300
350
400
450
Rice Wheat Maize Soybeans
DollarsPerMetricTon
2000 2050 No climate change 2050 CSIRO NoCF 2050 NCAR NoCF
Price increases
without climate
change
Greater price
increases with
climate change
Climate Change Plus Economic Impacts on
Rice Production
Page 21
-
50
100
150
200
250
South Asia East Asia and
the Pacific
Europe and
Central Asia
Latin America
and the
Caribbean
Middle East and
North Africa
Sub-Saharan
Africa
MillionMetricTons
2000 2050 no CC 2050 with CC
Impacts on Maize Production
Page 22
-
50
100
150
200
250
300
South Asia East Asia and
the Pacific
Europe and
Central Asia
Latin America
and the
Caribbean
Middle East and
North Africa
Sub-Saharan
Africa
MillionMetricTons
2000 2050 No CC 2050 with CC
Impacts on Wheat Production
Page 23
-
50
100
150
200
250
300
South Asia East Asia and
the Pacific
Europe and
Central Asia
Latin America
and the
Caribbean
Middle East
and North
Africa
Sub-Saharan
Africa
MillionMetricTons
2000 2050 No CC 2050 with CC
Impacts on Cereal Trade Flows
Page 24
CSIRO developing country
imports are about 150
million mt
Impact on Per Capita Calorie Availability
Page 25
Per capita calorie availability
increases without climate
change Per capita calorie availability
falls with climate change
Impact on Childhood Malnutrition
Page 26
-
10
20
30
40
50
60
70
80
South Asia East Asia and
Pacific
Europe and
Central Asia
Latin America
and
Caribbean
Middle East
and North
Africa
Sub Saharan
Africa
MillionsofChildren
2000 2050 No CC 2050 with CC
Child malnutrition falls
without climate change
except in SSA
Child malnutrition increases
with climate change
CLIMATE CHANGE ADAPTATION
COSTS
Our Definition of Agricultural Adaptation
 Agricultural investments that reduce child malnutrition
with climate change to the level with no climate
change
 What types of investments considered?
• Agricultural research
• Irrigation expansion and efficiency improvements
• Rural roads
Page 28
Adaptation Costs are Large!
 Required additional annual expenditure
• Wetter NCAR scenario = US$7.1 billion
• Drier CSIRO scenario = US$7.3 billion
 Regional level
• Sub-Saharan Africa - 40% of the total, mainly for rural
roads
• South Asia - US$1.5 billion, research and irrigation
efficiency
• Latin America and Caribbean - US$1.2 billion per year,
research
• East Asia and the Pacific - $1 billion per year, research
and irrigation efficiency
Page 29
Developed Country Adaptation
Expenditures Help
 With additional investments in the developed
countries, spillover effects to the developing world
reduce the need for adaptation investments slightly
 NCAR scenario, developing country adaptation costs
• Developing countries investments only -> US$7.1 billion
• With additional developed country productivity
investments -> US$6.8 billion
Page 30
What about changes in protection?
 Protection in IMPACT defined as PSE and CSE
 Two experiments
• Double protection – multiply PSE and CSE by 2
• Eliminate protection – set PSE and CSE to 0
Page 31
   1 1PS PW MI PSE    
   1 1PD PW MI CSE    
2000 Maize Prices, Protection Experiments
Page 32
-
20
40
60
80
100
120
140
160
180
200
Argentina Australia Brazil China France India USA
PS (US$) PS (US$) complete liberalization
PS (US$) double protection
Compare Brazil liberalization To France
liberalization
Double protection has greater
effect than elimination
Results from the Experiments: 2050 Cereal
Trade Flow Changes
Page 33
-200
-150
-100
-50
0
50
100
150
200
South Asia East Asia and
the Pacific
Europe and
Central Asia
Latin America
and the
Caribbean
Middle East
and North
Africa
Sub-Saharan
Africa
Developed
Countries
Developing
Countries
NCAR NCAR-IncLib NCAR-IncPro CSIRO CSIRO-IncLib CSIRO-IncPro
Millionmt
Results from the Experiments: 2050 Child
Malnutrition Changes
Page 34
Baseline protection
Increased Protection
No Protection
Baseline protection
Increased Protection
No Protection
Baseline
protection
Increased
Protection
No
Protection
110
115
120
125
130
135
140
Developing Countries
Millionmalnourishedchildren
No Climate Change NCAR
CSIRO
Conclusions
 Climate change will have negative impacts on
agricultural production and food security in developing
countries
 Agriculture is critical for
• Employment
• Economic development and
• Food security
 Argues for significant expenditures to reduce the
adverse impacts of climate change
 Reduced agricultural protection (border and domestic)
helps some.
Page 35
www.ifpri.org
Thank you

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Climate Change and Agricultural Trade: How effective is reform as an adaptation measure?

  • 1. Climate Change and Agricultural Trade: How effective is reform as an adaptation measure? Gerald C. Nelson Senior Research Fellow Environment and Production Technology Division World Bank and WTO Climate Change and Agriculture Trade Risks and Responses 22 September 2009
  • 2. Preview of Results  Climate change alters comparative advantage  Agricultural trade flows change dramatically  Unchecked climate change will result in a 20 percent increase in malnourished children by 2050  Reduced agricultural protection mitigates the negative effects some  Results still considered preliminary. IFPRI Food Policy Review released October 5 at IFPRI Page 2
  • 3. Outline  Climate Change Modeling Methodology  Impacts: Crop Supply, Demand, and Trade  Climate Change Adaptation Costs  The Effects of Changes in Protection Page 3
  • 5. Integrating Location-specific Biophysical and Socioeconomic Modeling is Critical  Climate change will bring location-specific changes • in precipitation, temperature and variability  Need to reconcile • limited resolution of macro-level economic models that operate through equilibrium-driven relationships with • detailed models of dynamic biophysical processes – crop models  Provide more realistic modeling of climate change effects (biophysical and economic) on global/regional agriculture Page 5
  • 6. Global Change Model Components  GCM climate scenarios • NCAR (wetter) and CSIRO (drier) using SRES A2  DSSAT crop model • Biophysical crop response to temp and precip  ISPAM • Spatial distribution of crops based on crop calendars, soil characteristics, climate of 20 most important crops  IMPACT2009 • Global food supply demand trade model. Results to 2050 with global hydrology
  • 7. Climate Change Affects Comparative Advantage, Rice Importing Country Page 7 Rice Wheat d w w r P P R2000 W2000 R2050 W2050 Rice imports Wheat exports, 2000 Increases in rice imports and wheat exports, 2050
  • 8. Climate Change Affects Comparative Advantage, Rice Exporting Country Page 8 Rice Wheat d w w r P P R2000 W2000 R2050 W2050 Rice exports Wheat imports, 2000 Reduction in rice exports and wheat imports, 2050 Key point: Climate change might increase or decrease trade flow. It depends on • Biophysical determinants of relative advantage • Socioeconomic determinants of demand
  • 9. Rising average temperatures Page 9Source: http://data.giss.nasa.gov/gistemp/graphs/
  • 10. … could increase much more Page 10 Source: Figure 10.4 in Meehl, et al. (2007)
  • 11. AVERAGE ANNUAL PRECIPITATION CHANGES BY GCM Watch Sub-Saharan Africa, the Amazon, and South Asia
  • 12. Change in Precipitation, 2000-2050 CSIRO, A2, AR4
  • 13. Change in Precipitation, 2000-2050 NCAR, A2, AR4
  • 15. Climate induced percentage change in yield in 2050: Irrigated Rice NCAR A2
  • 16. Climate induced percentage change in yield in 2050: Rainfed Rice NCAR A2
  • 17. Climate induced percentage change in yield in 2050: Rainfed Maize NCAR A2
  • 18. Climate induced percentage change in yield in 2050: Irrigated Wheat NCAR A2
  • 19. FOOD SUPPLY AND DEMAND RESULTS IMPACT2009 Biophysical effects from crop and hydrology models and economic effects from global agriculture model
  • 20. Impact on International Food Prices Page 20 - 50 100 150 200 250 300 350 400 450 Rice Wheat Maize Soybeans DollarsPerMetricTon 2000 2050 No climate change 2050 CSIRO NoCF 2050 NCAR NoCF Price increases without climate change Greater price increases with climate change
  • 21. Climate Change Plus Economic Impacts on Rice Production Page 21 - 50 100 150 200 250 South Asia East Asia and the Pacific Europe and Central Asia Latin America and the Caribbean Middle East and North Africa Sub-Saharan Africa MillionMetricTons 2000 2050 no CC 2050 with CC
  • 22. Impacts on Maize Production Page 22 - 50 100 150 200 250 300 South Asia East Asia and the Pacific Europe and Central Asia Latin America and the Caribbean Middle East and North Africa Sub-Saharan Africa MillionMetricTons 2000 2050 No CC 2050 with CC
  • 23. Impacts on Wheat Production Page 23 - 50 100 150 200 250 300 South Asia East Asia and the Pacific Europe and Central Asia Latin America and the Caribbean Middle East and North Africa Sub-Saharan Africa MillionMetricTons 2000 2050 No CC 2050 with CC
  • 24. Impacts on Cereal Trade Flows Page 24 CSIRO developing country imports are about 150 million mt
  • 25. Impact on Per Capita Calorie Availability Page 25 Per capita calorie availability increases without climate change Per capita calorie availability falls with climate change
  • 26. Impact on Childhood Malnutrition Page 26 - 10 20 30 40 50 60 70 80 South Asia East Asia and Pacific Europe and Central Asia Latin America and Caribbean Middle East and North Africa Sub Saharan Africa MillionsofChildren 2000 2050 No CC 2050 with CC Child malnutrition falls without climate change except in SSA Child malnutrition increases with climate change
  • 28. Our Definition of Agricultural Adaptation  Agricultural investments that reduce child malnutrition with climate change to the level with no climate change  What types of investments considered? • Agricultural research • Irrigation expansion and efficiency improvements • Rural roads Page 28
  • 29. Adaptation Costs are Large!  Required additional annual expenditure • Wetter NCAR scenario = US$7.1 billion • Drier CSIRO scenario = US$7.3 billion  Regional level • Sub-Saharan Africa - 40% of the total, mainly for rural roads • South Asia - US$1.5 billion, research and irrigation efficiency • Latin America and Caribbean - US$1.2 billion per year, research • East Asia and the Pacific - $1 billion per year, research and irrigation efficiency Page 29
  • 30. Developed Country Adaptation Expenditures Help  With additional investments in the developed countries, spillover effects to the developing world reduce the need for adaptation investments slightly  NCAR scenario, developing country adaptation costs • Developing countries investments only -> US$7.1 billion • With additional developed country productivity investments -> US$6.8 billion Page 30
  • 31. What about changes in protection?  Protection in IMPACT defined as PSE and CSE  Two experiments • Double protection – multiply PSE and CSE by 2 • Eliminate protection – set PSE and CSE to 0 Page 31    1 1PS PW MI PSE        1 1PD PW MI CSE    
  • 32. 2000 Maize Prices, Protection Experiments Page 32 - 20 40 60 80 100 120 140 160 180 200 Argentina Australia Brazil China France India USA PS (US$) PS (US$) complete liberalization PS (US$) double protection Compare Brazil liberalization To France liberalization Double protection has greater effect than elimination
  • 33. Results from the Experiments: 2050 Cereal Trade Flow Changes Page 33 -200 -150 -100 -50 0 50 100 150 200 South Asia East Asia and the Pacific Europe and Central Asia Latin America and the Caribbean Middle East and North Africa Sub-Saharan Africa Developed Countries Developing Countries NCAR NCAR-IncLib NCAR-IncPro CSIRO CSIRO-IncLib CSIRO-IncPro Millionmt
  • 34. Results from the Experiments: 2050 Child Malnutrition Changes Page 34 Baseline protection Increased Protection No Protection Baseline protection Increased Protection No Protection Baseline protection Increased Protection No Protection 110 115 120 125 130 135 140 Developing Countries Millionmalnourishedchildren No Climate Change NCAR CSIRO
  • 35. Conclusions  Climate change will have negative impacts on agricultural production and food security in developing countries  Agriculture is critical for • Employment • Economic development and • Food security  Argues for significant expenditures to reduce the adverse impacts of climate change  Reduced agricultural protection (border and domestic) helps some. Page 35

Editor's Notes

  1. A well known graph, this presents the historical record of rising temperatures since the mid-18th century. The vertical axis indicates an increase on the order of ½- 3/4th degree Celsius over the past 100 years
  2. When we use climate change models with a range of possible GHG emissions the outcomes by the end of this century range from near stabilization if all GHG emissions stop today (the orange line to over 3 degrees more (the A2 red line).