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Agricultural Transformation and Food
Security Under Climate Change in Central
Asia
Kamiljon T. Akramov, IFPRI, Washington, DC
Central Asia Climate Smart Agriculture Workshop
4-6 July 2016, Bishkek, Kyrgyzstan
Outline
• Introduction
• Agricultural transformation, food security, and
nutrition in Central Asia
• IFPRI research on climate change, agriculture,
and food security in Central Asia
– Objectives, methodology, models, expected
outputs, & activities
– Empirical results
• Future research
Introduction
• Agricultural sector in Central Asia transformed
significantly during last 25 years
• Climate change and its impacts on agriculture and food
security are evident throughout Central Asia (World Bank
2013)
• Analysis of current situation and examination of
alternative future scenarios and policy options in a
systematic manner, considering future uncertainties, is
necessary
• Unfortunately, capacity for modeling and scenario
analysis in Central Asia is limited
Agricultural transformation in Central Asia
• Since early 1990s agrarian reforms have included…
– Reduction of government involvement in decision-making
– Land reform and farm reorganization
– Building markets and institutions
• Land reform and farm reorganization solved agency problem in
the region to various degrees
• Reforms stimulated agricultural diversification
– Land allocation patterns changed in favor of food and high value
agriculture
– Yields in food and high value agriculture constantly increasing
• During past one and half decade, the region enjoyed strong
agricultural and economic growth
– Per capita incomes increased and poverty significantly declined
Agricultural transformation in Central Asia
(1990-2014) – “Ruttan-a-gram”
1990
1998
2014
1990
1995
2014
1990
1998
2014
1990
1998
20101990
1996
2014
0
200
400
600
800
1000
1200
1400
500 1000 2000 4000
GAOperhectareofagriculturallandadjustedtorainfed-croplandequivalents
(USD/ha)
GAO per economically-active worker in agriculture (USD/worker)
Kazakhstan Kyrgyzstan Tajikistan Turkmenistan Uzbekistan
Source: Authors’ depiction using data From Fuglie (2012); World Bank (2015) & national statistical agencies
IFPRI research on climate change, agriculture and
food security in Central Asia
• Objectives
Provide empirical evidence of the impact of climate change
on agricultural performance in the region using econometric
models
Assess the impact of climate change on crop yields using
biophysical and bioeconomic crop models
Evaluate the effects of future climate change scenarios on
agriculture & food security using economy-wide models
Strengthen analytical and modeling capacity in the region
• Expected outputs
IFPRI’s Global Impact Model adopted for Central Asian
countries’ specific conditions
IFPRI book to inform debate on the role of climate change in
Central Asia’s agriculture and food security
IFPRI research on climate change, agriculture and
food security in Central Asia (cont.)
• Country coverage
Kazakhstan – International School of Economics at KBTU
Kyrgyzstan – University of Central Asia
Tajikistan – team of freelance researchers
Uzbekistan – Westminster International University in Tashkent
• Activities
– Training, country and regional workshops
– Updating databases and FPUs
– Research and publication
• Project is at the final stage now
Climate change scenarios for the region
• Overall, Central Asia is projected to experience greater climate
shocks than most regions through temperature changes
• GFDL: Predicts the smallest possible temperature increase of the
four and more precipitation in parts of Central Asia (north-eastern
Kazakhstan)
• IPSL: Higher temperatures and smaller precipitation are expected
in the southern and central Kazakhstan and the rest of the Central
Asian region
• HGEM: The highest temperature increase is expected in the
eastern part of the region
• MIROC: Higher temperature but with smaller precipitation in the
south and more in the north of Kazakhstan
Climate scenarios: GFDL (Temperature and Precipitation
change)
Climate scenarios: MIROC (Temperature and Precipitation
change)
Climate scenarios: IPSL (Temperature and Precipitation
change)
Climate scenarios: HGEM (Temperature and Precipitation
change)
Empirical evidence on the impact of
climate change
• Econometric analysis accounted for specific characteristics of the
region
– Irrigation, distribution of precipitation, variations in temperature
• Data – NASA’s MERRA database, WDI, Fuglie et al (2012), & NSOs.
• The negative impact of variations in temperature and
precipitation on agricultural performance is heterogeneous
across countries
– Smaller and less wealthy countries appear more affected than larger and
more wealthy countries
• The magnitude of institutional and organizational changes in
agriculture seems significantly mute the impact of climate
change
– Time trend is always statistically significant
Potential impact of climate change on future
yields and productivity
• DSSAT model, which simulates daily weather based on
the monthly climate data
• SPAM model to estimate how much of the crop is grown
in each pixel, and use that for a weighted average of yield
changes for each country
• Crop model simulations suggest
– Opportunities (mostly for winter crops, but also some
specific crops in specific countries)
– Challenges (mostly for spring crops)
Empirical results from Global IMPACT model
simulations
• Baseline, climate change and policy scenarios
• Kazakhstan
– Both IMPACT model simulations and regression analysis support
the negative impact of temperature and the positive impact of
the precipitation on wheat yield
• Kyrgyzstan
– IMPACT model simulations suggest area increases for fruits,
vegetables, and maize
• Tajikistan
– Crop yields and area decline, net trade worsens, which may lead
to welfare losses
• Uzbekistan
– Negative impact on cotton and wheat yields, increase in
harvested area for temperate fruits, and vegetable yields
Future research
• Potential intensification of climate effects are not included in
our analysis
– Variability of weather may increase with climate change (more
droughts, more intense rainfall, more heat waves)
• Potential mitigation impact of alternative adaptive
agricultural technologies
– Rosegrant et al. (2014) use DSSAT and Global IMPACT models to
estimate potential impacts of 11 agricultural technologies on
productivity and food security
• General equilibrium effects – national, regional, and global
– Adjustments in trade patterns and integration forces, may offset
asymmetric national effects on selected countries
Thank you

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Agricultural transformation and food security under climate change in Central Asia

  • 1. Agricultural Transformation and Food Security Under Climate Change in Central Asia Kamiljon T. Akramov, IFPRI, Washington, DC Central Asia Climate Smart Agriculture Workshop 4-6 July 2016, Bishkek, Kyrgyzstan
  • 2. Outline • Introduction • Agricultural transformation, food security, and nutrition in Central Asia • IFPRI research on climate change, agriculture, and food security in Central Asia – Objectives, methodology, models, expected outputs, & activities – Empirical results • Future research
  • 3. Introduction • Agricultural sector in Central Asia transformed significantly during last 25 years • Climate change and its impacts on agriculture and food security are evident throughout Central Asia (World Bank 2013) • Analysis of current situation and examination of alternative future scenarios and policy options in a systematic manner, considering future uncertainties, is necessary • Unfortunately, capacity for modeling and scenario analysis in Central Asia is limited
  • 4. Agricultural transformation in Central Asia • Since early 1990s agrarian reforms have included… – Reduction of government involvement in decision-making – Land reform and farm reorganization – Building markets and institutions • Land reform and farm reorganization solved agency problem in the region to various degrees • Reforms stimulated agricultural diversification – Land allocation patterns changed in favor of food and high value agriculture – Yields in food and high value agriculture constantly increasing • During past one and half decade, the region enjoyed strong agricultural and economic growth – Per capita incomes increased and poverty significantly declined
  • 5. Agricultural transformation in Central Asia (1990-2014) – “Ruttan-a-gram” 1990 1998 2014 1990 1995 2014 1990 1998 2014 1990 1998 20101990 1996 2014 0 200 400 600 800 1000 1200 1400 500 1000 2000 4000 GAOperhectareofagriculturallandadjustedtorainfed-croplandequivalents (USD/ha) GAO per economically-active worker in agriculture (USD/worker) Kazakhstan Kyrgyzstan Tajikistan Turkmenistan Uzbekistan Source: Authors’ depiction using data From Fuglie (2012); World Bank (2015) & national statistical agencies
  • 6. IFPRI research on climate change, agriculture and food security in Central Asia • Objectives Provide empirical evidence of the impact of climate change on agricultural performance in the region using econometric models Assess the impact of climate change on crop yields using biophysical and bioeconomic crop models Evaluate the effects of future climate change scenarios on agriculture & food security using economy-wide models Strengthen analytical and modeling capacity in the region • Expected outputs IFPRI’s Global Impact Model adopted for Central Asian countries’ specific conditions IFPRI book to inform debate on the role of climate change in Central Asia’s agriculture and food security
  • 7. IFPRI research on climate change, agriculture and food security in Central Asia (cont.) • Country coverage Kazakhstan – International School of Economics at KBTU Kyrgyzstan – University of Central Asia Tajikistan – team of freelance researchers Uzbekistan – Westminster International University in Tashkent • Activities – Training, country and regional workshops – Updating databases and FPUs – Research and publication • Project is at the final stage now
  • 8. Climate change scenarios for the region • Overall, Central Asia is projected to experience greater climate shocks than most regions through temperature changes • GFDL: Predicts the smallest possible temperature increase of the four and more precipitation in parts of Central Asia (north-eastern Kazakhstan) • IPSL: Higher temperatures and smaller precipitation are expected in the southern and central Kazakhstan and the rest of the Central Asian region • HGEM: The highest temperature increase is expected in the eastern part of the region • MIROC: Higher temperature but with smaller precipitation in the south and more in the north of Kazakhstan
  • 9. Climate scenarios: GFDL (Temperature and Precipitation change)
  • 10. Climate scenarios: MIROC (Temperature and Precipitation change)
  • 11. Climate scenarios: IPSL (Temperature and Precipitation change)
  • 12. Climate scenarios: HGEM (Temperature and Precipitation change)
  • 13. Empirical evidence on the impact of climate change • Econometric analysis accounted for specific characteristics of the region – Irrigation, distribution of precipitation, variations in temperature • Data – NASA’s MERRA database, WDI, Fuglie et al (2012), & NSOs. • The negative impact of variations in temperature and precipitation on agricultural performance is heterogeneous across countries – Smaller and less wealthy countries appear more affected than larger and more wealthy countries • The magnitude of institutional and organizational changes in agriculture seems significantly mute the impact of climate change – Time trend is always statistically significant
  • 14. Potential impact of climate change on future yields and productivity • DSSAT model, which simulates daily weather based on the monthly climate data • SPAM model to estimate how much of the crop is grown in each pixel, and use that for a weighted average of yield changes for each country • Crop model simulations suggest – Opportunities (mostly for winter crops, but also some specific crops in specific countries) – Challenges (mostly for spring crops)
  • 15. Empirical results from Global IMPACT model simulations • Baseline, climate change and policy scenarios • Kazakhstan – Both IMPACT model simulations and regression analysis support the negative impact of temperature and the positive impact of the precipitation on wheat yield • Kyrgyzstan – IMPACT model simulations suggest area increases for fruits, vegetables, and maize • Tajikistan – Crop yields and area decline, net trade worsens, which may lead to welfare losses • Uzbekistan – Negative impact on cotton and wheat yields, increase in harvested area for temperate fruits, and vegetable yields
  • 16. Future research • Potential intensification of climate effects are not included in our analysis – Variability of weather may increase with climate change (more droughts, more intense rainfall, more heat waves) • Potential mitigation impact of alternative adaptive agricultural technologies – Rosegrant et al. (2014) use DSSAT and Global IMPACT models to estimate potential impacts of 11 agricultural technologies on productivity and food security • General equilibrium effects – national, regional, and global – Adjustments in trade patterns and integration forces, may offset asymmetric national effects on selected countries