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Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy...

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Adaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background - Current and future climate-induced risk in the SAT (2) Against this background, our evolving interaction with partners on climate risk. (i) Resulting in collaborative projects and …. (ii) .. an Operational Research Strategy (2008-2015) (iii) Some tools we use (iv) Testing a ‘Hypothesis of Hope’ using APSIM
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Page 1: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT.

ICRISAT’s strategy for climate changeadaptation in the SAT: ESA as a case study

(1) Background - Current and future climate-induced risk in the SAT

(2) Against this background, our evolving interaction with partnerson climate risk.

(i) Resulting in collaborative projects and ….(ii) .. an Operational Research Strategy (2008-2015)(iii) Some tools we use(iv) Testing a ‘Hypothesis of Hope’ using APSIM

Page 2: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Current and future climate risks in the SATCurrent Climate Risks

- Rainfed agriculture – 90%of production of staples

- Variable rainfall and production uncertainty

- Farmers vulnerable tocurrent climatic shocks

- They are risk-averse andunwilling to invest

- Rain-fed agriculturein SAT is stagnating

0

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0 500 1000 1500 2000 2500

Rainfall (mm)

Coe

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f var

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)

KenyaTanzaniaMalawiMozambiqueZambiaBotswana

Page 3: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Current and future climate risks in the SATFuture trends• Increase in extreme events - agriculture more risk prone

• Analyses of historical data confirm increased temperature, but…

• changes in rainfall patterns still hard to detect

• Nature, rate and extent of change still uncertain.

Summary output from 21 General Circulation Models (IPCC 2007)

62- 4- 9- 124.83.73.42.91.9S. Africa

251172- 34.33.43.22.51.8E. Africa

Max.75%50%25%Min.Max.75%50%25%Min.

Annual Precipitation Response by end of 21st century (%)

Annual Temp. Response by end of 21st

century ( °C)Region

Page 4: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

2004 - 2008: In depth interactions with partners

2004/05 - A NEPAD-endorsed consortium for SSA of 16 Nat., Reg. and International organizations

2007 - The Climate Change Challenge Programme (now approved)

- 35th Anniversary Symposium - “Climate-proofing innovation”

2007/08 - Co-edited special edition of AGEE (ICRAF+ ICRISAT)

2008 - ICRISAT web page on climate change adaptation.

http://www.icrisat.org/gt-aes/Adaption.htm

Two important outcomes of this series of dialogue……….

Page 5: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

First important outcome:-

• 11 ‘climate risk management projects’ developed on Africaand Asia

• 7 serve the region of Eastern and Southern Africa.

• We are learning lessons fromthese projects

Page 6: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Some lessons learned in ESA:

(a) Climate- driven tools are useful :• Quantifying climate-induced risk • Supporting farmers’ decisions • Often historical daily data is

essential(b) Partnerships with NMS are vital:• Capacity building• Climate data access

(c) Much historical data available Example of Machakos, Kitui, Mwingiand Makueni Districts in Kenya.

Page 7: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Second important outcome, an Operational Research Strategy (ORS):-

ORS has a two - pronged strategy:(i) Short to medium term(ii) Medium to longer term

“Adaptations to climate change in the SAT”

Purpose: To enable investors in rain-fed farming to better understand and manage both the risks posed and opportunities offered by current rainfall variability and future climate change.

Page 8: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

(i) Short to medium - term strategy:

The focus of current suite of 7 projects in ESA with common elements of:-

• Climate driven tools for quantifying riskof current and innovative farming practices

• Outputs support medium term strategicand short term tactical planning.

• Building capacity of partners to use toolsand the outputs

“Helping farmers and stakeholders to cope better with current rainfallvariability as a prerequisite to adapting to future climate change”

Page 9: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

(ii) Medium to long - term strategy:

Likely Challenges:• Higher temperatures• Greater incidence of moisture extremes• Distribution of pests and diseases• Migration of our mandate crops

Assets:• Evolutionary advantage of our crops• Tools available to assess climate risk

“Adapting and managing our crops to grow in a warmer world”

Page 10: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Examples of two important tools:-

An example……

(1) Crop Growth Simulation Models (APSIM and DSSAT.)

• Driven by long-term daily weather data (precip; max/min temp, radiation)

• Calibrated for our mandate crops (sorghum, millet, groundnut, pigeon pea and chickpea)

• Can simulate contrasting environmental, management and genotype options

• Can quantify current climate-induced risk of a broad range of interventions

Page 11: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

• Nitrogen recommended on Maize (52kg N /ha) but not adopted.• Why? Too expensive & thought too risky. We asked “how much could

farmers afford”? The answer was “about 17kg N /ha”.• ‘Risk and returns’ analyses by APSIM using 47 years of daily historical

climate data.Simulated Maize Yield, Masvingo, Zimbabwe

0500

1000150020002500300035004000

1952 1962 1972 1982 1992

Gra

in y

ield

(kg/

ha)

N0

n17

N52

Investment Returns on N-appl icat ionto Maiz e - Masv ingo, Zimbabwe

0%

20%

40%

60%

80%

100%

- 10.0 -5.0 0.0 5.0 10. 0 15.0

Z$ retu rn /Z$ in vested

%C

hanc

e o

f Exc

eedi

ng

1 bag AN/harecomm ended

…and expressed in terms of “probability of success”?

An “APSIM” example from Zimbabwe. Fertilizer use and risk:

Page 12: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

An “APSIM” example from Zimbabwe Fertilizer use and risk:

The “probability of success”

IMPACT. Extension Services and Fertilizer Tradersrecently successfully evaluated nitrogen “micro-dosing” with 200,000 farmers in Zimbabwe.

Perception of risk has changed.

WHY?•The first time a quantified estimate of climate risk had been provided.

•It allowed them to make more informed and objective decisions about fertilizer.

Page 13: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Figure: Disaggregated impacts of CC on groundnut production at Bulawayo

APSIM can also be used to look at the impacts of climate

change scenarios:

For example:- disaggregatedimpacts can be assessed

• 50 years historical daily data• CO2 = 350 → 700ppm• TOC = + 3OC• R = - 10%

Groundnut

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Prob

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BaselineCO2_effect

Rain_effect

Temp_effect

CC_effect

Page 14: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Scenario. 47 years of data from Katumani, Kenya, Looking at impact of climate change (CO2 from 350 – 700ppm, temperature increase of 3OC rainfall increase of 10%). …… Impact on growth and yield of Pigeonpea

76154131Current+CO2+TOC

+R

67354131Current+CO2+TOC

112386167Current+CO2

109686167Current

Yield (kg/ha)

Flw. To Mat.(d)

Em to Flw (d)

ClimateScenario.

Figure 4a. Probability distribution of Pigeon Pea grain yield (kg/ha) at Katumani

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0 500 1000 1500 2000 2500

Yield (kg/ha)

% c

hanc

e of

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eedi

ng.

ControlControl+CO2Control+CO2+TempControl+CO2+temp+RF

Table: Mean model output across 47 seasons

Page 15: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Another important tool …(2) CLIMEX.

• Based on long-term weather records

• ‘Analogue locations’ (Makinducurrently has climate of Katumani under CC scenario)

• Distribution and abundance ofpests and diseases under CC

• Crop variety deployment undercurrent and future climate scenarios.

Page 16: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Testing a“Hypothesis of Hope”

• Yield Gap 1 can be mitigated though improved crop and NRM

• Yield Gap 2 can be mitigated through crop adaptation to CC

Ave

rage

Cro

p Yi

elds

Low input

Practices+

Current Climate

Low input

Practices +

Climate Change

Improved Practices

+Climate Change

Improved practices

+Improved

germplasm+

Current climate

Management and Climate Scenarios

Current Climate Yield Gap

Improved practices

+Adapted

germplasm+

Climate change

Yield Gap 1

Yield Gap 2

Adapting and managing our crops to grow in a

warmer world

Page 17: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Groundnut yield (kg/ha) simulations (APSIM) at Kasungu, Malawi. 1927-1999

Low input

Practices+

Current Climate

Low input

Practices +

Climate Change

Improved Practices

+Climate Change

Improved practices

+Improved

germplasm+

Current climate

Improved practices

+Adapted

germplasm+

Climate change

14001262

1788

22802525

Yield Gap 1

Yield Gap 2

Ave

rage

Cro

p Yi

elds

Management and Climate Scenarios

138 (=119 under CC)

Early0.75Imp. input +ad. variety

121Early0.75Imp. practice

156Late1.2Low inputCurrent climate + 3OC

121Early0.75Imp. practice

156Chalimbana

Late1.2Low input

Maturity(days)

ToPRow sp.(m)

Variable →Current climate

Page 18: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

Adaptation to Climate Change in the SAT

Thanks for listening

Time for any questions!

Page 19: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

“Managing Uncertainty: Innovation Systems forCoping with Climate Variability and Change”

ICRISATSummary Points.

• The first ASARECA CGS-Stream C Project – with funds from the African Development Bank for a 3-year period. ($ 575,000)

• It brings together 2 NARS (Uganda and Sudan), 4 CGIAR Centres (ICRISAT, ILRI, ICRAF and CIAT) and 1 ARI (Reading University, UK)

• Inception workshop held one year ago in Kenya

• The project purpose is:-

‘Coping with both risks and opportunities associated with climate variability and change in ECA enhanced through appropriate

strategies and institutional innovation’.

Page 20: Adaptation to Climate Change in the SATAdaptation to Climate Change in the SAT. ICRISAT’s strategy for climate change adaptation in the SAT: ESA as a case study (1) Background -

The project will achieve its Purpose through 3 linked results.

“Managing Uncertainty: Innovation Systems forCoping with Climate Variability and Change.”

Result 1. Knowledge will be synthesized and disseminated to agricultural and meteorological researchers and planners to help them make optimal choices with respect to direct and indirect impacts of climate variability and change in ECA (Led by ILRI)

Result 2. An innovation system will be established, through learning alliances and information exchange, to assist NMS and NARS to jointly mainstream climate risk assessment and management into their agendas. (Led by Reading University)

Result 3. Tested and proven strategies and tools that address priority NPP concerns and provide an enhanced understanding of climate induced risk will be demonstrated and disseminated through ‘Proof of Concept’ studies in ECA. (Led by ICRAF and ICRISAT)

Underway in Uganda, Rwanda, Sudan and Kenya.


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