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                     Climate Variability
           and Change Information
          1. Climate models
        Projections 21st century

            for Building Resilience
              Large scale



                                   2. Regionalization
                                                                         3. Localized Distributions

                                        Lisa Goddard
                    International Research Institute for Climate & Society
                          The Earth Institute, Columbia University
                                 goddard@iri.columbia.edu

                    Acknowledgements: Walter Baethgen, Arthur Greene


1-2 May 2012                       Third Annual CCAFS Science Workshop                                1
Dealing with
               Climate Variability
                  and Change
                                             ???




1-2 May 2012       Third Annual CCAFS Science Workshop   2
Timescales               Simulations                   Research Issues




                      Dealing with
                   Climate Variability
                      and Change
                                                 ???




1-2 May 2012           Third Annual CCAFS Science Workshop                     3
Timescales                             Simulations                          Research Issues

         Global Climate Change Projections




Source: IPCC 4th Assessment Report, Working Group 1: The Physical Science Basis for Climate Change
 Sept. 8, 2008                                  EESC W4400x
http://ipcc-wg1.ucar.edu/wg1/wg1-report.html
Timescales                  Simulations                          Research Issues

          Climate Variability & Change Globally
                Annual Mean Temperature

                                                             Temperature
   65%                                                 Most of the variability in the
                                                       globally-averaged temperature
                                                       is contained in the slowly
                                                       varying “climate change”
                                                       component.
   13%


                                                       (Greene, Goddard & Cousin, EOS, 2010)


   21%




1-2 May 2012                   Third Annual CCAFS Science Workshop                             5
Timescales                      Simulations                    Research Issues

         Climate Variability & Change Locally
                     e.g. Climate Variability & Change in SESA - DJF
Temperature                                                                    Precipitation

~0%                                                                                      21%




17%                                                                                      8%




80%                                                                                      69%




  1-2 May 2012                  Third Annual CCAFS Science Workshop                       6
Timescales                      Simulations                    Research Issues

         Climate Variability & Change Locally
                     e.g. Climate Variability & Change in SESA - DJF
Temperature                                                                    Precipitation

~0%                                                                                      21%




17%                                                                                      8%




80%                                                                                      69%




  1-2 May 2012                  Third Annual CCAFS Science Workshop                       7
Timescales                        Simulations                   Research Issues


  Precipitation Trends:                                      of total variance
      20th Century Gridded Observations -- Annual Means




               http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/

1-2 May 2012                    Third Annual CCAFS Science Workshop                     8
Timescales                        Simulations                   Research Issues


Precipitation Decadal Variability:                                         of variance
         20th Century Gridded Observations -- Annual Means




                 http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/

  1-2 May 2012                    Third Annual CCAFS Science Workshop                     9
Timescales                  Simulations                              Research Issues
  Precipitation Decadal Variability: % of variance                          DECOMPOSITION
20th Century Gridded Observations – Jul-Aug-Sep Seasonal Means
                                                                                                12%




                                                                                                40%




                                                                                                46%




http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/
     1-2 May 2012                     Third Annual CCAFS Science Workshop                       10
Timescales           Simulations                   Research Issues

                                                                (Greene, et al. 2012)




1-2 May 2012       Third Annual CCAFS Science Workshop                       11
Timescales           Simulations                        Research Issues



                                        Decadal Variability




1-2 May 2012       Third Annual CCAFS Science Workshop                          12
Timescales                                Simulations                 Research Issues

Total Variability of crop/livestock production
 with current climate & current technology
       (a farmer can get 5 or 8 tons/ha of corn
      or lose the entre crop and harvest nothing)

                               How much of this variability can you “control” with adequate
                               technology, interventions in extension services, infrastructure, etc?


                               How much can you improve that “control”, with adequate
                               institutional arrangements, policies?


                               How much can you improve that “control”, with other interventions?


                               How much can you improve that “control” with adequate climate
                               information at seasonal, longer-term scales?


                               There will always be a remaining “risk” (variability) that one will
                               not be able to control. Here is where we need “risk transfer” tools
                               (e.g., financial such as insurance)

    1-2 May 2012                          Third Annual CCAFS Science Workshop                     13
Timescales                                Simulations                 Research Issues

Total Variability of crop/livestock production
 with current climate & current technology
       (a farmer can get 5 or 8 tons/ha of corn
      or lose the entre crop and harvest nothing)

                               How much of this variability can you “control” with adequate
                               technology, interventions in extension services, infrastructure, etc?


                               How much can you improve that “control”, with adequate
                               institutional arrangements, policies?


                               How much can you improve that “control”, with other interventions?


                               How much can you improve that “control” with adequate climate
                               information at seasonal, longer-term scales?


                               There will always be a remaining “risk” (variability) that one will
                               not be able to control. Here is where we need “risk transfer” tools
                               (e.g., financial such as insurance)

    1-2 May 2012                          Third Annual CCAFS Science Workshop                     14
Timescales                                 Simulations                 Research Issues

Total Variability of crop/livestock production
 with current climate & current technology
      (e.g. a farmer can get 5 to 8 tons/ha of corn
       or lose the entre crop and harvest nothing)

                                How much of this variability can you “control” with adequate
                                technology, interventions in extension services, infrastructure, etc?


                                How much can you improve that “control”, with adequate
                                institutional arrangements, policies?


                                How much can you improve that “control”, with other interventions?


                                How much can you improve that “control” with adequate climate
                                information at seasonal, longer-term scales?


                                There will always be a remaining “risk” (variability) that one will
                                not be able to control. Here is where we need “risk transfer” tools
                                (e.g., financial such as insurance)

    1-2 May 2012                            Third Annual CCAFS Science Workshop                     15
Take Away Points

1 – Consider climate at all timescales
    … for establishing resilience, for informing management,
    and for planning

2 – Test current systems/options to current climate risk

3 – Strive for “informed uncertainty”
    (won’t get that straight from models)

4 – Incorporate mechanisms to deal with residual risk


1-2 May 2012          Third Annual CCAFS Science Workshop      16
1-2 May 2012   Third Annual CCAFS Science Workshop   17
Timescales                      Simulations                   Research Issues


Precipitation Trends:                                                of variance
      20th Century Gridded Observations -- Annual Means




               http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/

1-2 May 2012                   Third Annual CCAFS Science Workshop                     18
Temperature Trends: Percent of total variance
       20th Century Gridded Observations -- Annual Means




 1-2 May 2012          Third Annual CCAFS Science Workshop   19

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CCAFS Science Meeting Item 03 Lisa Goddard - Future Climate

  • 1. ??? Climate Variability and Change Information 1. Climate models Projections 21st century for Building Resilience Large scale 2. Regionalization 3. Localized Distributions Lisa Goddard International Research Institute for Climate & Society The Earth Institute, Columbia University goddard@iri.columbia.edu Acknowledgements: Walter Baethgen, Arthur Greene 1-2 May 2012 Third Annual CCAFS Science Workshop 1
  • 2. Dealing with Climate Variability and Change ??? 1-2 May 2012 Third Annual CCAFS Science Workshop 2
  • 3. Timescales Simulations Research Issues Dealing with Climate Variability and Change ??? 1-2 May 2012 Third Annual CCAFS Science Workshop 3
  • 4. Timescales Simulations Research Issues Global Climate Change Projections Source: IPCC 4th Assessment Report, Working Group 1: The Physical Science Basis for Climate Change Sept. 8, 2008 EESC W4400x http://ipcc-wg1.ucar.edu/wg1/wg1-report.html
  • 5. Timescales Simulations Research Issues Climate Variability & Change Globally Annual Mean Temperature Temperature 65% Most of the variability in the globally-averaged temperature is contained in the slowly varying “climate change” component. 13% (Greene, Goddard & Cousin, EOS, 2010) 21% 1-2 May 2012 Third Annual CCAFS Science Workshop 5
  • 6. Timescales Simulations Research Issues Climate Variability & Change Locally e.g. Climate Variability & Change in SESA - DJF Temperature Precipitation ~0% 21% 17% 8% 80% 69% 1-2 May 2012 Third Annual CCAFS Science Workshop 6
  • 7. Timescales Simulations Research Issues Climate Variability & Change Locally e.g. Climate Variability & Change in SESA - DJF Temperature Precipitation ~0% 21% 17% 8% 80% 69% 1-2 May 2012 Third Annual CCAFS Science Workshop 7
  • 8. Timescales Simulations Research Issues Precipitation Trends: of total variance 20th Century Gridded Observations -- Annual Means http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/ 1-2 May 2012 Third Annual CCAFS Science Workshop 8
  • 9. Timescales Simulations Research Issues Precipitation Decadal Variability: of variance 20th Century Gridded Observations -- Annual Means http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/ 1-2 May 2012 Third Annual CCAFS Science Workshop 9
  • 10. Timescales Simulations Research Issues Precipitation Decadal Variability: % of variance DECOMPOSITION 20th Century Gridded Observations – Jul-Aug-Sep Seasonal Means 12% 40% 46% http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/ 1-2 May 2012 Third Annual CCAFS Science Workshop 10
  • 11. Timescales Simulations Research Issues (Greene, et al. 2012) 1-2 May 2012 Third Annual CCAFS Science Workshop 11
  • 12. Timescales Simulations Research Issues Decadal Variability 1-2 May 2012 Third Annual CCAFS Science Workshop 12
  • 13. Timescales Simulations Research Issues Total Variability of crop/livestock production with current climate & current technology (a farmer can get 5 or 8 tons/ha of corn or lose the entre crop and harvest nothing) How much of this variability can you “control” with adequate technology, interventions in extension services, infrastructure, etc? How much can you improve that “control”, with adequate institutional arrangements, policies? How much can you improve that “control”, with other interventions? How much can you improve that “control” with adequate climate information at seasonal, longer-term scales? There will always be a remaining “risk” (variability) that one will not be able to control. Here is where we need “risk transfer” tools (e.g., financial such as insurance) 1-2 May 2012 Third Annual CCAFS Science Workshop 13
  • 14. Timescales Simulations Research Issues Total Variability of crop/livestock production with current climate & current technology (a farmer can get 5 or 8 tons/ha of corn or lose the entre crop and harvest nothing) How much of this variability can you “control” with adequate technology, interventions in extension services, infrastructure, etc? How much can you improve that “control”, with adequate institutional arrangements, policies? How much can you improve that “control”, with other interventions? How much can you improve that “control” with adequate climate information at seasonal, longer-term scales? There will always be a remaining “risk” (variability) that one will not be able to control. Here is where we need “risk transfer” tools (e.g., financial such as insurance) 1-2 May 2012 Third Annual CCAFS Science Workshop 14
  • 15. Timescales Simulations Research Issues Total Variability of crop/livestock production with current climate & current technology (e.g. a farmer can get 5 to 8 tons/ha of corn or lose the entre crop and harvest nothing) How much of this variability can you “control” with adequate technology, interventions in extension services, infrastructure, etc? How much can you improve that “control”, with adequate institutional arrangements, policies? How much can you improve that “control”, with other interventions? How much can you improve that “control” with adequate climate information at seasonal, longer-term scales? There will always be a remaining “risk” (variability) that one will not be able to control. Here is where we need “risk transfer” tools (e.g., financial such as insurance) 1-2 May 2012 Third Annual CCAFS Science Workshop 15
  • 16. Take Away Points 1 – Consider climate at all timescales … for establishing resilience, for informing management, and for planning 2 – Test current systems/options to current climate risk 3 – Strive for “informed uncertainty” (won’t get that straight from models) 4 – Incorporate mechanisms to deal with residual risk 1-2 May 2012 Third Annual CCAFS Science Workshop 16
  • 17. 1-2 May 2012 Third Annual CCAFS Science Workshop 17
  • 18. Timescales Simulations Research Issues Precipitation Trends: of variance 20th Century Gridded Observations -- Annual Means http://iridl.ldeo.columbia.edu/maproom/.Global/.Time_Scales/ 1-2 May 2012 Third Annual CCAFS Science Workshop 18
  • 19. Temperature Trends: Percent of total variance 20th Century Gridded Observations -- Annual Means 1-2 May 2012 Third Annual CCAFS Science Workshop 19