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Climate change and agriculture: How models can guide our adaptation strategies Andy Jarvis, Julian Ramirez, Edward Guevara, Peter Laderach and Emmanuel Zapata Program Leader, Decision and Policy Analysis, CIAT
Contents ,[object Object],[object Object],[object Object],[object Object],[object Object]
 
 
Sources of Agricultural Greenhouse Gases excluding land use change Mt CO2-eq Source: Cool farming: Climate impacts of agriculture and mitigation potential, Greenpeace, 07 January 2008
How can we be sure that it is changing?
 
 
Arctic Ice is Melting
In order to prepare, we need to know what to prepare for…. ,[object Object]
Global Climate Models (GCMs) ,[object Object],[object Object],[object Object]
 
So, what do they say?
 
Changes in rainfall…
CIAT’s Data ,[object Object],[object Object],[object Object],http://gisweb.ciat.cgiar.org/GCMPage/
BCCR-BCM2.0 CCCMA-CGCM2 CCCMA-CGCM3.1 T47 CCCMA-CGCM3.1-T63 CNRM-CM3 IAP-FGOALS-1.0G GISS-AOM GFDL-CM2.1 GFDL-CM2.0 CSIRO-MK3.0 IPSL-CM4 MIROC3.2-HIRES MIROC3.2-MEDRES MIUB-ECHO-G MPI-ECHAM5 MRI-CGCM2.3.2A NCAR-PCM1 UKMO-HADCM3
BCCR-BCM2.0 CCCMA-CGCM2 CCCMA-CGCM3.1 T47 CCCMA-CGCM3.1-T63 CNRM-CM3 IAP-FGOALS-1.0G GISS-AOM GFDL-CM2.1 GFDL-CM2.0 CSIRO-MK3.0 IPSL-CM4 MIROC3.2-HIRES MIROC3.2-MEDRES MIUB-ECHO-G MPI-ECHAM5 MRI-CGCM2.3.2A NCAR-PCM1 UKMO-HADCM3
 
The Impacts on Crop Suitability
The Model: EcoCrop ,[object Object],It evaluates on monthly basis if there are adequate climatic conditions within a growing season for temperature and precipitation… … and calculates the climatic suitability of the resulting interaction between rainfall and temperature…
Agricultural systems analysis ,[object Object]
Average change in suitability for all crops in 2050s
Winners and losers Number of crops with more than 5% loss Number of crops with more than 5% gain
Message 1 Global suitability for agriculture reduces moderately, but problems of food distribution are exacerbated
But what about land-use and biodiversity distribution in 2050?
The current situation ,[object Object]
Results: protected areas per region Current extent of  in situ  conservation Global biodiversity currently well conserved
Modeling approach ,[object Object],[object Object],Data harvesting from GBIF Building the presence model Projecting on future climates NULL MIGRATION UNLIMITED MIGRATION Potential  habitat expansion NULL MIGRATION UNLIMITED MIGRATION
Current and future predicted species richness ,[object Object],[object Object],CURRENT NULL MIGRATION UNLIMITED MIGRATION
Results: changes in species richness ,[object Object],[object Object]
Results: changes in species richness ,[object Object],[object Object],UNLIMITED MIGRATION NULL MIGRATION
Results:  in situ  conservation under the context of CC ,[object Object]
Message 2 There will be greater pressure on land resources for multiple uses, as currently non-arable land becomes arable, and as we face massive biodiversity loss
Minimising impacts:  Breeding for beans ( Phaseolus vulgaris  L.) towards 2020
How are beans standing up currently? Parameters determined based on statistical analysis of current bean growing environments from the Africa and LAC Bean Atlases.
What will likely happen? 2020 – A2 2020 – A2 - changes
GCM Uncertainties COEFFICIENT OF VARIATION PERCENT OF MODELS WITH AGREED DIRECTION
What are the major climatic constraints for bean production? ,[object Object]
Technology options: breeding for drought and waterlogging tolerance Some 22.8% (3.8 million ha) would benefit from drought tolerance improvement to 2020s Drought tolerance Waterlogging tolerance
Technology options: breeding for heat and cold tolerance Cold tolerance Heat tolerance Some 42.7% (7.2 million ha) would benefit from heat tolerance improvement to 2020s
Impacts on production of cassava
Worldwide cassava production climatic constraints ,[object Object],Blue areas constrained by precipitation Yellow-orange constrained by temperature
Impact of climate change on cassava suitable environments Global cassava suitability will increase 5.1% on average by 2050… but many areas of Latin America suffer negative impacts
…… .and for Latin America? Drought or flooding tolerance 30% of current cassava fields would benefit from enhanced drought or flooding tolerance 1.6m Ha still suffering climatic constraint  2.23m Ha of current production 2.1m Ha of new land would become suitable for cassava
…… .and for Latin America? Heat or cold tolerance 27% of current cassava fields would benefit from enhanced cold or heat tolerance 2.23m Ha of current production 2.2m Ha of new land would become suitable for cassava
Pest and Disease Impacts
Impacts on whitefly to 2020
Message 3 Global impacts can be addressed in many cases through existing diversity, or through crop improvement, but we must start planning now
Moving more local… ,[object Object]
Suitability in Cauca ,[object Object],[object Object],MECETA
 
Adaptation Options Management New markets Alternatives to coffee
Message 4 Locally, some significant upheavals could occur in terms of economies, cultures, and land-use patterns
But it is worse in Central America
 
 
 
 
 
So what do we do?
Models to support adaptation roadmaps ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[email_address]

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Andy Jarvis - Climate Change Models Can Guide Our Adaptation Strategies Supagro Nov 2009

  • 1. Climate change and agriculture: How models can guide our adaptation strategies Andy Jarvis, Julian Ramirez, Edward Guevara, Peter Laderach and Emmanuel Zapata Program Leader, Decision and Policy Analysis, CIAT
  • 2.
  • 3.  
  • 4.  
  • 5. Sources of Agricultural Greenhouse Gases excluding land use change Mt CO2-eq Source: Cool farming: Climate impacts of agriculture and mitigation potential, Greenpeace, 07 January 2008
  • 6. How can we be sure that it is changing?
  • 7.  
  • 8.  
  • 9. Arctic Ice is Melting
  • 10.
  • 11.
  • 12.  
  • 13. So, what do they say?
  • 14.  
  • 16.
  • 17. BCCR-BCM2.0 CCCMA-CGCM2 CCCMA-CGCM3.1 T47 CCCMA-CGCM3.1-T63 CNRM-CM3 IAP-FGOALS-1.0G GISS-AOM GFDL-CM2.1 GFDL-CM2.0 CSIRO-MK3.0 IPSL-CM4 MIROC3.2-HIRES MIROC3.2-MEDRES MIUB-ECHO-G MPI-ECHAM5 MRI-CGCM2.3.2A NCAR-PCM1 UKMO-HADCM3
  • 18. BCCR-BCM2.0 CCCMA-CGCM2 CCCMA-CGCM3.1 T47 CCCMA-CGCM3.1-T63 CNRM-CM3 IAP-FGOALS-1.0G GISS-AOM GFDL-CM2.1 GFDL-CM2.0 CSIRO-MK3.0 IPSL-CM4 MIROC3.2-HIRES MIROC3.2-MEDRES MIUB-ECHO-G MPI-ECHAM5 MRI-CGCM2.3.2A NCAR-PCM1 UKMO-HADCM3
  • 19.  
  • 20. The Impacts on Crop Suitability
  • 21.
  • 22.
  • 23. Average change in suitability for all crops in 2050s
  • 24. Winners and losers Number of crops with more than 5% loss Number of crops with more than 5% gain
  • 25. Message 1 Global suitability for agriculture reduces moderately, but problems of food distribution are exacerbated
  • 26. But what about land-use and biodiversity distribution in 2050?
  • 27.
  • 28. Results: protected areas per region Current extent of in situ conservation Global biodiversity currently well conserved
  • 29.
  • 30.
  • 31.
  • 32.
  • 33.
  • 34. Message 2 There will be greater pressure on land resources for multiple uses, as currently non-arable land becomes arable, and as we face massive biodiversity loss
  • 35. Minimising impacts: Breeding for beans ( Phaseolus vulgaris L.) towards 2020
  • 36. How are beans standing up currently? Parameters determined based on statistical analysis of current bean growing environments from the Africa and LAC Bean Atlases.
  • 37. What will likely happen? 2020 – A2 2020 – A2 - changes
  • 38. GCM Uncertainties COEFFICIENT OF VARIATION PERCENT OF MODELS WITH AGREED DIRECTION
  • 39.
  • 40. Technology options: breeding for drought and waterlogging tolerance Some 22.8% (3.8 million ha) would benefit from drought tolerance improvement to 2020s Drought tolerance Waterlogging tolerance
  • 41. Technology options: breeding for heat and cold tolerance Cold tolerance Heat tolerance Some 42.7% (7.2 million ha) would benefit from heat tolerance improvement to 2020s
  • 42. Impacts on production of cassava
  • 43.
  • 44. Impact of climate change on cassava suitable environments Global cassava suitability will increase 5.1% on average by 2050… but many areas of Latin America suffer negative impacts
  • 45. …… .and for Latin America? Drought or flooding tolerance 30% of current cassava fields would benefit from enhanced drought or flooding tolerance 1.6m Ha still suffering climatic constraint 2.23m Ha of current production 2.1m Ha of new land would become suitable for cassava
  • 46. …… .and for Latin America? Heat or cold tolerance 27% of current cassava fields would benefit from enhanced cold or heat tolerance 2.23m Ha of current production 2.2m Ha of new land would become suitable for cassava
  • 47. Pest and Disease Impacts
  • 49. Message 3 Global impacts can be addressed in many cases through existing diversity, or through crop improvement, but we must start planning now
  • 50.
  • 51.
  • 52.  
  • 53. Adaptation Options Management New markets Alternatives to coffee
  • 54. Message 4 Locally, some significant upheavals could occur in terms of economies, cultures, and land-use patterns
  • 55. But it is worse in Central America
  • 56.  
  • 57.  
  • 58.  
  • 59.  
  • 60.  
  • 61. So what do we do?
  • 62.

Notes de l'éditeur

  1. What we need - mythic solution sequester carbon, reduce soil loss, stop slash and burn, reduce emissions - food security, stop pollution etc.
  2. How are we going to estimate the effects of climate change on agriculture unless we’re going to wait for it to happen? Past changes are not really a good estimator. The little ice age starting in 1450 or thereabouts was a major event, completely changing the life styles and agriculture in Europe. It is piddling compared with what we are likely to see in the next 20 to 50 years. We must therefore rely on modeling situations that we have never before seen.