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Adaptation Studies: Take it to the
next level
Robert Schneider
Organization of my presentation
• How have recent adaptation studies been
structured?
• Their adaptation recommendations for the
agricultural sector.
• Lack of policy-relevant detail.
• Tendency to treat adaptation as an
engineering problem. Failure to address the
critical institutional dimension.
• Need to do better.
Experience based on World Bank Adaptation
Study and the Brazil “Mini-Stern study.
• World Bank Economics of Adaptation
– Joined Sector studies at Global level. All
sector studies based on models. Ag sector
linked climate model to a crop growth
model to a Computable General Equilibrium
Agricultural Trade Model (CGE)at the world
level (IFPRI conducted the study). IFPRI
looked at 2 adaptation strategies. Ag R&D,
AG research
7 Country Case Studies
•
•
•
•
•
•
•

Bangladesh
Bolivia
Ethiopia
Ghana
Mozambique
Samoa
Vietnam
Extremely Model Intensive
• All but Bolivia uses a CGE model to estimate
economy-wide effects of climate change and
adaptation measures.
• All but Samoa used a crop model to estimate
climate effect on yields. DSSAT, AQUACROP,
CliCrop
• All but Samoa incorporated some kind of runoff
model
• Several had climate-road models
• Samoa modeled cyclone intensity probability
densities
Typical country study structure
Mini-Stern Study (Margulis et al)
• Used HadRM3P, regional model downscaled to
50kmX50 km cells (Marengo)
• CGE model for economy-wide effects of climate
change (Haddad) and
• Water balance for 12 basins (Salati)
• Energy study/model (COPPE, Schaeffer)
• Crop model Climate risk zoning system (Hilton,
Assad)
• Land allocation model (IPEA, Feres)
• Coastal zone study. (COPPE, Rosman)
Adaptation recommendations from
these studies
• All recommended adaptation of cultivars through
genetic breeding. How? Only Hilton and Assed had
advice.
• All recommend increased irrigation. Public or private?
How to manage?
• Most recommend improved drainage. How to
maintain?
• All recommend improved water management/river
basin planning. How to achieve?
• Most recommend improving extension service. How?
• Several recommend improving rural education. How?
Why are these studies not more policy
useful?
• Focus on calculating climate losses leads to
model-intensive methods.
• Modelers have models ready. But the models too
often determine the questions that are asked.
• Models are excellent for imposing discipline on
our thinking, but often ignore complicated issues
of human behavior.
• We cannot let models continue to prevent us
from addressing issues which are critical to a
balanced analysis.
Institutional Issues Critical to Address
Adaptation in the Agricultural Sector I
• What is the best climate adaptation agricultural
research strategy? Should address adapted
cultivars, and climate-driven agricultural pest and
phytosanitary issues (example of mountain pine
beetle—destroyed 15 million hectares of pine
forest in British Colombia, due too unusually hot,
dry summers and mild winters).
• Does EMBRAPA’s research program constitute an
adequate adaptation response?
Institutional Issues Critical to Address
Adaptation in the Agricultural Sector II
• Integrated Water Resources Management. Is
integrated water resource management in
Brazil on track?
• Which basins are currently facing water
conflicts.
• Are water conflicts being effectively managed?
• If not, why not? Are there success stories?
What lessons can be learned?
Institutional Issues Critical to Address
Adaptation in the Agricultural Sector III
• Are there effective institutions in place to get
new technology and innovation to all classes
of farmers?
• Who receives technical assistance and who
doesn’t. Are there good technical assistance
models in Brazil—especially for medium and
small produces? If so can they be scaled up?
The adaptation challenge
• The adaptation challenge is to create adaptive
and flexible institutions, and to finance them.
– Institutions that have the capacity to adapt their
agenda in a timely manner as climate signals get more
certain.
– Institutions that find the most effective balance
between provision of public goods and providing
incentives to the private sector, and
– Institutions that can effectively solve collective action
problems (water management, pest control,
agricultural extension)
We need to stop treating adaptation as if it is an
engineering problem.
It is a small engineering problem and a very
large collective action/institutional problem.
It is a development problem that takes on
added importance with a changing climate.
We will miss the chance to make a difference if
we do not have the courage to take on the
messiness of the institutional dimensions of
adaptation.
Thank You
Biome

Temperature

Precipitation

Observations

- 25% to -30% More drastic changes with continued
deforestation, +4°, -40% precip., longer
dry seasons/dry spells, more frequent
droughts.
Caatinga (semi- +1.5° to +2.5° - 25% to -35% Regional water balance deteriorates
arid Northeast)
severely, river flow drastically reduced, sea
level rise
+3° to +3.5°
- 20% to -35% Regional water balance deteriorates,
Cerrado
reduced surface runoff. More irregular
(savanna in
and extreme rainfall.
Center-West)
+1.5° to +2°
+15% to
Improved water balance, increased
Atlantic
+20%
frequency of floods, possibly cyclones, sea
Forest –
level rise

Amazon

Southeast
and South
Pampas
(South)

+3° to +3.5°

+1° to +1.5°

+15% to
+20%

Improved water balance, increase in
extreme rainfall events, cyclones, heat
waves

Report by the Brazilian Panel on Climate Change, September 2013.
http://www.pbmc.coppe.ufrj.br/documentos/MCTI_PBMC_Sumario%20Executivo%204_Fi
nalizado.pdf
The Fifth Assessment of the IPCC
An extremely honest, careful assessment of the state
of climate science
State of the Art of Projections (AR5)
• The simulation of large-scale patterns of precipitation has improved
somewhat since the AR4, although models continue to perform less well
for precipitation than for surface temperature. The spatial pattern
correlation between modelled and observed annual mean precipitation
has increased from 0.77 for models available at the time of the AR4 to
0.82 for current models.
• At regional scales, precipitation is not simulated as well, and the
assessment remains difficult owing to observational uncertainties.
• Projected changes in soil moisture and surface run off are not robust in
many regions.

• There is low confidence in projections of the collapse of large areas of
tropical and/or boreal forests.
Extreme weather and climate events: Global-scale assessment of recent observed changes, human
contribution to the changes, and projected further changes for the early (2016–2035) and late (2081–
2100) 21st century. Bold indicates where the AR5 (black) provides a revised global-scale assessment from
the SREX (blue) or AR4 (red). Projections for early 21st century were not provided in previous
assessment reports. Projections in the AR5 are relative to the reference period of 1986–2005, and use
the new RCP scenarios.
Implications for agriculture
• Warmer days and nights.

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Adaptation Studies: Take it to the Next Level

  • 1. Adaptation Studies: Take it to the next level Robert Schneider
  • 2. Organization of my presentation • How have recent adaptation studies been structured? • Their adaptation recommendations for the agricultural sector. • Lack of policy-relevant detail. • Tendency to treat adaptation as an engineering problem. Failure to address the critical institutional dimension. • Need to do better.
  • 3. Experience based on World Bank Adaptation Study and the Brazil “Mini-Stern study. • World Bank Economics of Adaptation – Joined Sector studies at Global level. All sector studies based on models. Ag sector linked climate model to a crop growth model to a Computable General Equilibrium Agricultural Trade Model (CGE)at the world level (IFPRI conducted the study). IFPRI looked at 2 adaptation strategies. Ag R&D, AG research
  • 4. 7 Country Case Studies • • • • • • • Bangladesh Bolivia Ethiopia Ghana Mozambique Samoa Vietnam
  • 5. Extremely Model Intensive • All but Bolivia uses a CGE model to estimate economy-wide effects of climate change and adaptation measures. • All but Samoa used a crop model to estimate climate effect on yields. DSSAT, AQUACROP, CliCrop • All but Samoa incorporated some kind of runoff model • Several had climate-road models • Samoa modeled cyclone intensity probability densities
  • 7. Mini-Stern Study (Margulis et al) • Used HadRM3P, regional model downscaled to 50kmX50 km cells (Marengo) • CGE model for economy-wide effects of climate change (Haddad) and • Water balance for 12 basins (Salati) • Energy study/model (COPPE, Schaeffer) • Crop model Climate risk zoning system (Hilton, Assad) • Land allocation model (IPEA, Feres) • Coastal zone study. (COPPE, Rosman)
  • 8. Adaptation recommendations from these studies • All recommended adaptation of cultivars through genetic breeding. How? Only Hilton and Assed had advice. • All recommend increased irrigation. Public or private? How to manage? • Most recommend improved drainage. How to maintain? • All recommend improved water management/river basin planning. How to achieve? • Most recommend improving extension service. How? • Several recommend improving rural education. How?
  • 9. Why are these studies not more policy useful? • Focus on calculating climate losses leads to model-intensive methods. • Modelers have models ready. But the models too often determine the questions that are asked. • Models are excellent for imposing discipline on our thinking, but often ignore complicated issues of human behavior. • We cannot let models continue to prevent us from addressing issues which are critical to a balanced analysis.
  • 10. Institutional Issues Critical to Address Adaptation in the Agricultural Sector I • What is the best climate adaptation agricultural research strategy? Should address adapted cultivars, and climate-driven agricultural pest and phytosanitary issues (example of mountain pine beetle—destroyed 15 million hectares of pine forest in British Colombia, due too unusually hot, dry summers and mild winters). • Does EMBRAPA’s research program constitute an adequate adaptation response?
  • 11. Institutional Issues Critical to Address Adaptation in the Agricultural Sector II • Integrated Water Resources Management. Is integrated water resource management in Brazil on track? • Which basins are currently facing water conflicts. • Are water conflicts being effectively managed? • If not, why not? Are there success stories? What lessons can be learned?
  • 12. Institutional Issues Critical to Address Adaptation in the Agricultural Sector III • Are there effective institutions in place to get new technology and innovation to all classes of farmers? • Who receives technical assistance and who doesn’t. Are there good technical assistance models in Brazil—especially for medium and small produces? If so can they be scaled up?
  • 13. The adaptation challenge • The adaptation challenge is to create adaptive and flexible institutions, and to finance them. – Institutions that have the capacity to adapt their agenda in a timely manner as climate signals get more certain. – Institutions that find the most effective balance between provision of public goods and providing incentives to the private sector, and – Institutions that can effectively solve collective action problems (water management, pest control, agricultural extension)
  • 14. We need to stop treating adaptation as if it is an engineering problem. It is a small engineering problem and a very large collective action/institutional problem. It is a development problem that takes on added importance with a changing climate. We will miss the chance to make a difference if we do not have the courage to take on the messiness of the institutional dimensions of adaptation.
  • 16. Biome Temperature Precipitation Observations - 25% to -30% More drastic changes with continued deforestation, +4°, -40% precip., longer dry seasons/dry spells, more frequent droughts. Caatinga (semi- +1.5° to +2.5° - 25% to -35% Regional water balance deteriorates arid Northeast) severely, river flow drastically reduced, sea level rise +3° to +3.5° - 20% to -35% Regional water balance deteriorates, Cerrado reduced surface runoff. More irregular (savanna in and extreme rainfall. Center-West) +1.5° to +2° +15% to Improved water balance, increased Atlantic +20% frequency of floods, possibly cyclones, sea Forest – level rise Amazon Southeast and South Pampas (South) +3° to +3.5° +1° to +1.5° +15% to +20% Improved water balance, increase in extreme rainfall events, cyclones, heat waves Report by the Brazilian Panel on Climate Change, September 2013. http://www.pbmc.coppe.ufrj.br/documentos/MCTI_PBMC_Sumario%20Executivo%204_Fi nalizado.pdf
  • 17. The Fifth Assessment of the IPCC An extremely honest, careful assessment of the state of climate science
  • 18. State of the Art of Projections (AR5) • The simulation of large-scale patterns of precipitation has improved somewhat since the AR4, although models continue to perform less well for precipitation than for surface temperature. The spatial pattern correlation between modelled and observed annual mean precipitation has increased from 0.77 for models available at the time of the AR4 to 0.82 for current models. • At regional scales, precipitation is not simulated as well, and the assessment remains difficult owing to observational uncertainties. • Projected changes in soil moisture and surface run off are not robust in many regions. • There is low confidence in projections of the collapse of large areas of tropical and/or boreal forests.
  • 19. Extreme weather and climate events: Global-scale assessment of recent observed changes, human contribution to the changes, and projected further changes for the early (2016–2035) and late (2081– 2100) 21st century. Bold indicates where the AR5 (black) provides a revised global-scale assessment from the SREX (blue) or AR4 (red). Projections for early 21st century were not provided in previous assessment reports. Projections in the AR5 are relative to the reference period of 1986–2005, and use the new RCP scenarios.
  • 20. Implications for agriculture • Warmer days and nights.