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Adapting to change: more realistic quantification of impacts
       and better informed adaptation alternatives

  Daniel Rodriguez, Peter deVoil, Brendan Power, Howard Cox
Focus of the work


    Increase our (both researchers and the farming
    community) understanding (...we are all learning...) on
    what is changing (climate) and what are the likely
    consequences if those changes would persist;


    Work with our farmers and agronomists towards
    reducing their exposure to change (now and the next 5-
    10 years), by increasing our understanding on what
    farming systems are more profitable and less risky
Components of adaptation

      Outcomes                ADAPTEDNESS




                                                                Systems disturbances
                        INCREMENTAL   TRANSFORMATION
     Adaptation
                          SYSTEMS     Generates a new social-
     processes                          ecological systems
                        ADJUSTMENTS



       System                    RESILIENCE
    characteristics Capacity to absorb change and perform


After Nelson et al., 2007
Resilient farming systems by design


 • (Management) Systems that are more opportunistic-
   flexible-plastic versus systems that are more rigid or
   calendar driven

 • Systems that can change function e.g. systems that
   produce grain / fibre / meat

 • Systems that can change scale or intensity e.g. irrigated

 • Systems that are more diverse versus systems that are
   more like monocultures / products
Case studies



                   Emerald, rainfed cropping
                     Roma, grain & graze
                      Dalby, cotton-grains
               .
                       Goondiwindi, rainfed cropping
Case studies
Rainfed                  Whe1,2,..                                                                       C                            Rainfed
                                                                                       SF                             SF
cropping                                                                                                                              cropping
(plastic)                                                                 S   1,2,..
                                                                                       W
                                                                                       1,2,..
                                                                                                                            W1,2,..    (rigid)
        Sorg1,2,..        Fallow                 Maize

                                                                                           SF                               SF

                                                                                 WF                      C
                                                                                                                  WF
                          Chick                                                                 S
                                                                                                1,2,..




                                                         Cropping cycle

                                                                                                                                      Maize
                      Chickpea                Fallow      Wheat


Mixed grain -                                                             Irrigated                          Fallow
                                                                                                                                               Fallow
                                                                                                                                      Sorg

grazing              Buffel
                                                          Grazing cycle
                                                                          cropping
                     grass                      Forage
                                                 oats                                                                 Soy
                                                                                                                                      Wheat
                                     Fallow                 Leucaena                                                                           Cotton

                                                Forage                                                           Mung
                                               sorghum                                                                                Fallow
The APSFarm model
     Whole farm configuration of the APSIM model
     Simulates the impacts (i.e.
     biophysical, economic, environmental) of alternative
     allocations of limited resources (e.g.
     land, labour, time, irrigation water, livestock, machinery, and
     finance), at the whole farm level.

                                                  System disturbance
                                                                              2030




Rodriguez et al., 2011; Power et al., 2011   A1FI and A2, MRI-GCM232 and MIROC-H
Sensitivity analysis
Sensitivity analysis
                                      •   Less land to cropping
           Climatology                •   More forages fewer pastures


                          A1FI 2030
                         MRI-GCM232
Allocation of resources
Conclusions

 • Our case study farmers proved to be very good operators
 • Percent reductions on farm profit can easily exceed
   percent changes on individual crop yields (not shown)
 • Farms and farmers already operating on the efficiency
   frontier, would have fewer “easier” options to adapt
 • More transformational changes will need to be explored
 • Impact assessments and the identification of opportunities
   for adaptation to climate change should (also) be
   conducted at the whole farm level
Come to our SIMLESA workshops




                   Thank you

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Adapting to change: more realistic quantification of impacts and better informed adaptation alternatives. Daniel Rodriguez

  • 1. Adapting to change: more realistic quantification of impacts and better informed adaptation alternatives Daniel Rodriguez, Peter deVoil, Brendan Power, Howard Cox
  • 2. Focus of the work Increase our (both researchers and the farming community) understanding (...we are all learning...) on what is changing (climate) and what are the likely consequences if those changes would persist; Work with our farmers and agronomists towards reducing their exposure to change (now and the next 5- 10 years), by increasing our understanding on what farming systems are more profitable and less risky
  • 3. Components of adaptation Outcomes ADAPTEDNESS Systems disturbances INCREMENTAL TRANSFORMATION Adaptation SYSTEMS Generates a new social- processes ecological systems ADJUSTMENTS System RESILIENCE characteristics Capacity to absorb change and perform After Nelson et al., 2007
  • 4. Resilient farming systems by design • (Management) Systems that are more opportunistic- flexible-plastic versus systems that are more rigid or calendar driven • Systems that can change function e.g. systems that produce grain / fibre / meat • Systems that can change scale or intensity e.g. irrigated • Systems that are more diverse versus systems that are more like monocultures / products
  • 5. Case studies Emerald, rainfed cropping Roma, grain & graze Dalby, cotton-grains . Goondiwindi, rainfed cropping
  • 6. Case studies Rainfed Whe1,2,.. C Rainfed SF SF cropping cropping (plastic) S 1,2,.. W 1,2,.. W1,2,.. (rigid) Sorg1,2,.. Fallow Maize SF SF WF C WF Chick S 1,2,.. Cropping cycle Maize Chickpea Fallow Wheat Mixed grain - Irrigated Fallow Fallow Sorg grazing Buffel Grazing cycle cropping grass Forage oats Soy Wheat Fallow Leucaena Cotton Forage Mung sorghum Fallow
  • 7. The APSFarm model Whole farm configuration of the APSIM model Simulates the impacts (i.e. biophysical, economic, environmental) of alternative allocations of limited resources (e.g. land, labour, time, irrigation water, livestock, machinery, and finance), at the whole farm level. System disturbance 2030 Rodriguez et al., 2011; Power et al., 2011 A1FI and A2, MRI-GCM232 and MIROC-H
  • 9. Sensitivity analysis • Less land to cropping Climatology • More forages fewer pastures A1FI 2030 MRI-GCM232
  • 11. Conclusions • Our case study farmers proved to be very good operators • Percent reductions on farm profit can easily exceed percent changes on individual crop yields (not shown) • Farms and farmers already operating on the efficiency frontier, would have fewer “easier” options to adapt • More transformational changes will need to be explored • Impact assessments and the identification of opportunities for adaptation to climate change should (also) be conducted at the whole farm level
  • 12. Come to our SIMLESA workshops Thank you