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Climate Analogues
Nairobi, Kenya

David Arango and Edward Jones
Researchers CCAFS-CIAT

18th November 2013
1. What is the Climate Analogues approach?
2. Applications of the Climate Analogues approach

18th November 2013
1. What is the Climate Analogues approach?
2. Applications of the Climate Analogues approach

18th November 2013
What is the Climate Analogues
approach?
The Climate Analogues approach identifies
areas where the climate today is similar...
What is the Climate Analogues
approach?
• Jointly developed by the Walker Institude (University
of Reading, UK) and the pr...
Definition of a Climate Analogue
•

The term climate analogues describes two sites that share
similar climatic conditions....
Concept of a Climate Analogues
• Compares locations based on similarity in
precipitation and temperature but it is also
fl...
Possible analogues
BACKWARD

MY SITE
(future)

OTHER SITE (s)
(current)

• Where can I find the future climate of my site ...
Possible analogues
FORWARD

MY SITE
(current)

OTHER SITE (s)
(future)

• Where can I find the present climate of my site ...
Possible analogues
NONE

MY SITE
(current)

OTHER SITE (s)
(current)

• Where can I find the present climate of my site in...
The climate data use by analogues
 Present climate: WorldClim
= interpolated data set of climatic
observations , between ...
Emissions scenarios
• The emissions scenarios are the results of models used to simulate the future
production of greenhou...
Climatic Distance
CCAFS Similarity Index

How do you calculate climatic similiarity?
Climatic similarity is calculated as ...
Climatic Distance
CCAFS Similarity Index

How do you calculate climatic similarity?

m: number of time periods (in months,...
Input Parameters
Growing season of interest
- Entire year
- Growing season of a specific crop
- Rainy season
-…
Seasonal v...
Input Parameters
Climate models

• You may choose between any of the 24 GCMs
• Or the average of all 24 GCMs = Ensemble
 ...
Input Parameters
Climatic variables
Temperature and precipitation
Combinations of bioclimatic
variables also available

Te...
• Climate Analogues is available for use through:

• Functional in Firefox, Google Chrome and IE
http://analogues.ciat.cgiar.org/climate/
After an analysis…
• Visually investigate the results
• Rerun with different variables

• Download results and information...
Lets look at an example from the online tool
1. What is the Climate Analogues approach?
2. Applications of the Climate Analogues approach

18th November 2013
What are the application of Climate
Analogues?
-Explain differences in crop yields
- Identification of crops and varieties...
Farms of the Future
The Climate Analogues concept in the field

Identification of sites to hold an
interchange between
agr...
Possible analogues
BACKWARD

MY SITE
(future)

OTHER SITE (s)
(current)

• Where can I find the future climate of my site ...
Identifying exchange sites for FOTF
– Different combinations of variables
• Temperature and precipitation
• Temperature on...
Farms of the Future- Tanzania

“Which other places currently experience
the future projected climate of a reference
site, ...
Reference site: Yamba, Tanzania
Farms of the Future in Tanzania
Analogue site map
Lushoto
CCAFS site

Morogoro

Mwitikilwa
Njombe
Nyombo

Mbinga
Graphs comparing the
future climate at the
reference site (Yamba)
and the current climate
at potential exchange
sites

 T...
Farms of the Future in Tanzania
A journey to possible future conditions of Yamba
Journey through analogue sites
Village vi...
Exchange of genetic resources
How to apply the Climate Analogues approach for
the implementation of the TIRFAA project?
How to apply the Climate Analogues approach
for the implementation of the TIRFAA project?
Senahú, Guatemala (Longitude= -8...
How to apply the Climate Analogues approach
for the implementation of the TIRFAA project?
Rubaya, Rwanda (Longitude= 30.67...
How to apply the Climate Analogues approach
for the implementation of the TIRFAA project?
Rubaya, Rwanda (Longitude= 30.67...
Climate Analogues & TIRFAA
- Helps to improve the selection of future plant varieties and
identify which varieties have pr...
A few more words…
• There still exists significant uncertainty in future climate projections
and their impacts on agricult...
The use of Climate Analogues
significantly improves
knowledge of possible
management techniques
under changing climatic
co...
Adaptation to Progressive
Climate Change

1 one
Gracias!

>> Spotlight on: The Climate Analogue Tool
Contactanos !
– David...
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Climate Analogues - Introduction

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Presentation introduces the concept of Climate Scenarios and Analogues. This was during a training held in Nairobi in late 2013. Presenters were David Arango and Edward Jones who work for CCAFS - CIAT. Find out more about the work of CCAFS in East Africa: http://ccafs.cgiar.org/regions/east-africa

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Transcript of "Climate Analogues - Introduction"

  1. 1. Climate Analogues Nairobi, Kenya David Arango and Edward Jones Researchers CCAFS-CIAT 18th November 2013
  2. 2. 1. What is the Climate Analogues approach? 2. Applications of the Climate Analogues approach 18th November 2013
  3. 3. 1. What is the Climate Analogues approach? 2. Applications of the Climate Analogues approach 18th November 2013
  4. 4. What is the Climate Analogues approach? The Climate Analogues approach identifies areas where the climate today is similar (analogous) to the future projected climate of another area.
  5. 5. What is the Climate Analogues approach? • Jointly developed by the Walker Institude (University of Reading, UK) and the program “Decision and Policy Analysis” (DAPA) at CIAT • Financed by CCAFS theme 1: Adaptation to progressive climate change • In colaboration with other contributing people and institutions
  6. 6. Definition of a Climate Analogue • The term climate analogues describes two sites that share similar climatic conditions. • The two sites may be separated geographically and/or temporally (i.e. similar climatic conditions experienced at different periods of time) as climatic conditions change and migrate.
  7. 7. Concept of a Climate Analogues • Compares locations based on similarity in precipitation and temperature but it is also flexible to incorporate other input variables (e.g. soils, infrastructure, social and economic conditions).
  8. 8. Possible analogues BACKWARD MY SITE (future) OTHER SITE (s) (current) • Where can I find the future climate of my site today?
  9. 9. Possible analogues FORWARD MY SITE (current) OTHER SITE (s) (future) • Where can I find the present climate of my site in the future?
  10. 10. Possible analogues NONE MY SITE (current) OTHER SITE (s) (current) • Where can I find the present climate of my site in the world currently?
  11. 11. The climate data use by analogues  Present climate: WorldClim = interpolated data set of climatic observations , between the years 1950-2000  Future climate: - downsaclaed projected conditions for the decade 2030 (i.e. 2020-2049) - scenarios: A1B, A2,B1 - there are 24 GCMs and also an “Ensemble” option which is the mean of all GCMS Mean annual temperature (ºC) -30.1 30.5 Annual precipitation (mm) 0 12084
  12. 12. Emissions scenarios • The emissions scenarios are the results of models used to simulate the future production of greenhouse gases (GHGs) with global development following different socio-economic focus points. (i.e. introduction of renewable energy vs. continued dependence on fossil fuels). • The different scenarios forecast different GHGs levels in the atmosphere which then translate into variations in future predicted climatic conditions.
  13. 13. Climatic Distance CCAFS Similarity Index How do you calculate climatic similiarity? Climatic similarity is calculated as a vector in n dimensional space. n = number of input parameters
  14. 14. Climatic Distance CCAFS Similarity Index How do you calculate climatic similarity? m: number of time periods (in months, days) v: number of variables V: variable (temperature, precipitation) W: weight f: scenario at reference site (future climate) p: scenario in search range (present climate)
  15. 15. Input Parameters Growing season of interest - Entire year - Growing season of a specific crop - Rainy season -… Seasonal variability
  16. 16. Input Parameters Climate models • You may choose between any of the 24 GCMs • Or the average of all 24 GCMs = Ensemble  Reduces uncertainty from using a single model
  17. 17. Input Parameters Climatic variables Temperature and precipitation Combinations of bioclimatic variables also available Temperature only Precipitation only When using multiple variables it is possible to vary the weight of each depending on the importance that you want it to have in the overall analysis
  18. 18. • Climate Analogues is available for use through: • Functional in Firefox, Google Chrome and IE
  19. 19. http://analogues.ciat.cgiar.org/climate/
  20. 20. After an analysis… • Visually investigate the results • Rerun with different variables • Download results and information • Download the code to use in R • …Validate results with other data sources
  21. 21. Lets look at an example from the online tool
  22. 22. 1. What is the Climate Analogues approach? 2. Applications of the Climate Analogues approach 18th November 2013
  23. 23. What are the application of Climate Analogues? -Explain differences in crop yields - Identification of crops and varieties that are adapted to specific growing conditions - Evaluation of crop growth models - Farms of the Future -Exchange of genetic material and collaborative research
  24. 24. Farms of the Future The Climate Analogues concept in the field Identification of sites to hold an interchange between agriculturalist and share climate adaptation techniques and experiences
  25. 25. Possible analogues BACKWARD MY SITE (future) OTHER SITE (s) (current) • Where can I find the future climate of my site today?
  26. 26. Identifying exchange sites for FOTF – Different combinations of variables • Temperature and precipitation • Temperature only • Precipitation only • Combinations with bioclimatic variables (Rainfall total, temperature of hottest month…) – Growing period of interest: entire year, specific growing season, rainy season… – Thresholds and GCM agreement: i.e the closest 5/10/15 and where 60/70/80 % of GCMs agree – Before selecting a final site we also need to consider socioeconomic parameters, infrastructure, cultural boundaries, soils etc.
  27. 27. Farms of the Future- Tanzania “Which other places currently experience the future projected climate of a reference site, and from which we can transfer climate adaptation and management techniques?
  28. 28. Reference site: Yamba, Tanzania
  29. 29. Farms of the Future in Tanzania Analogue site map Lushoto CCAFS site Morogoro Mwitikilwa Njombe Nyombo Mbinga
  30. 30. Graphs comparing the future climate at the reference site (Yamba) and the current climate at potential exchange sites  The best analogue sites are those that have a current climate more similar to the future projected climate of the reference site  Producers are taken from the reference site to investigate the selected analogue sites.
  31. 31. Farms of the Future in Tanzania A journey to possible future conditions of Yamba Journey through analogue sites Village visits Lushoto Starting point Mbuzii Yamba Kinole Morogoro Mwitikilwa -Market value chain social enterprise visit - Input supply Stockists -Weather station visit - Bean trial visit - Tree nursery visit Njombe Nyombo Sepukila Village: -Matengo pits: Traditional soil and water conservation technique -Coffee nursery -Stoves Masasi Village: Mbinga -Water source -Fish pond -Biogas Mtama Village: - Bee keeping
  32. 32. Exchange of genetic resources How to apply the Climate Analogues approach for the implementation of the TIRFAA project?
  33. 33. How to apply the Climate Analogues approach for the implementation of the TIRFAA project? Senahú, Guatemala (Longitude= -89.779, Latitude= 15.477) Banana: all year round Backward analysis: Where can I find my future climatic conditions currently? Share the benefits of genetic resources?
  34. 34. How to apply the Climate Analogues approach for the implementation of the TIRFAA project? Rubaya, Rwanda (Longitude= 30.675, Latitude= -0.441) Banana: all year round Backward analysis: Where can I find my current climatic conditions in the future?
  35. 35. How to apply the Climate Analogues approach for the implementation of the TIRFAA project? Rubaya, Rwanda (Longitude= 30.675, Latitude= -0.441) Banana: all year round Backward analysis: Where can I find my current climatic conditions in the future?
  36. 36. Climate Analogues & TIRFAA - Helps to improve the selection of future plant varieties and identify which varieties have proven to be most adaptable to the given climatic conditions. - Construct scenarios for users to observe the opportunities to improve access to genetic materials from outside of their country. - Identify which plant varieties may be most useful for other parts of the world to fulfil the needs to adapt to changing climatic conditions. - Identify areas where there is urgent need to conserve specific genetic materials.
  37. 37. A few more words… • There still exists significant uncertainty in future climate projections and their impacts on agricultural systems, especially at the local level. • Until now, the adaptation capacity of communities has been a factor that has rarely been taken into account in global policies
  38. 38. The use of Climate Analogues significantly improves knowledge of possible management techniques under changing climatic conditions, and supports the identification of appropriate adaptation strategies.
  39. 39. Adaptation to Progressive Climate Change 1 one Gracias! >> Spotlight on: The Climate Analogue Tool Contactanos ! – David Arango d.arango@cgiar.org – Edward Jones e.j.jones@cgiar.org Stay Connected Website: www.ccafs.cgiar.org Blog: www.ccafs.cgiar.org/blog Sign up for science, policy and news ebulletins at our website. Follow us on twitter @cgiarclimate
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