SlideShare ist ein Scribd-Unternehmen logo
1 von 22
The Global Occurrence and Economic
Consequences of Stripe Rust in Wheat
Philip Pardey, Yuan Chai, Jason Beddow,
Terry Hurley, Darren Kriticos and Hans Joachim-Braun
University of Minnesota, CSIRO, and CIMMYT
Second International Wheat Stripe Rust Symposium
Regional Cereal Rust Research Center, Izmir, Turkey
April 28, 2014
Stripe Rust: Bio-economic cum Policy Questions
 What is the global extent of this disease?
• Where is it likely to occur and persist?
 What share of global wheat area and production is susceptible to
the disease?
 What is the likely global losses in wheat production associated
with this disease?
 What are the global research investment implications of this
disease?
Losses Attributed to Wheat Rust
Will Stem Rust Destroy the World’s Wheat Crop?
“…it is unlikely that stem rust race Ug99 or its descendants will destroy the world’s wheat
crop”
Singh et al. (2008, p.305)
“This *stem rust+ is a time bomb…Ug99 is going to lie there, and then all of the sudden its
going to go boom.”
Quote attributed to Borlaug (Science 2009, p. 721.)
Implied losses in 2009/10 attributed to wheat stem rust: 43.2 to 302.4 MMT
Fisher et al. (Nature 2012, Table s1)
“*Stripe rust+ losses can be severe (50%) due to shriveled grain and damaged tillers. In
extreme situations, stripe rust can cause 100% losses.”
Roelfs et al. (CIMMYT 2002, p.2)
Stem Rust – Global Assessment Summary
Climate suitability
of stem rust
Suitable
Persists
Reported Occurrence
Source: Pardey et al. (2013) from USDA (various years)
Average 2.5% per year
Stem Rust – Global Assessment Summary
Stochastic Structure of U.S. Losses Attributed to Stem Rust
Average 0.29% per year
Stem Rust – Global Assessment Summary
Climate suitability
of stem rust
Suitable
Persists
A sustained investment of $51.1 million
per year (2010 prices) in stem rust
research could be justified economically
Historical and Current Stripe Rust Threats
• Historically, stripe rust has mainly been
endemic only in cool climate regions
• In recent decades, stripe rust has spread
rapidly to areas previously unaffected
Before 2000 After 2000
0 Not recorded, or no response
1 Rare
2 Localized in some seasons
3 Localized in most seasons
4 Widespread in some seasons
5 Widespread in most seasons
N = 29
U.S. Wheat Yield Losses Attributed to Stripe Rust
U.S. Wheat Yield Losses Attributed to Stripe Rust
1960
2012
Global Stripe Rust Occurrence
Modeling Pests and Diseases- A Spatial Approach
CLIMEX Modeled Suitability for Stripe Rust (Beta)
Suitable
Persists
Observed and Modeled Occurrence of Stripe Rust
Observed and Modeled Occurrence of Stripe Rust
Observed and Modeled Occurrence of Stripe Rust
Observed and Modeled Occurrence of Stripe Rust
Observed and Modeled Occurrence of Stripe Rust
Area Production
Region Suitable Persists Suitable Persists
(percent)
North America 59.9 16.9 63.1 18.6
sub-Saharan Africa 82.6 81.2 83.0 82.0
LAC 85.0 83.0 89.7 88.5
Asia 59.1 32.9 69.4 39.2
FSU 66.2 9.7 78.9 15.7
Australasia 53.3 45.9 55.6 48.0
World 72.0 42.0 79.4 51.2
Stochastic Structure of U.S. Losses Attributed to Stripe Rust
The changing structure of stripe rust epidemics
 1961-1984: significant yield losses
 1985-1999: use of resistant cultivars and fungicide
 Since 2000: new stripe rust pathotypes
0
0.5
1
1.5
2
2.5
3
3.5
4
4.5 1961
1964
1967
1970
1973
1976
1979
1982
1985
1988
1991
1994
1997
2000
2003
2006
2009
2012
PercentLoss
Average 0.54% per year
Average 0.15% per year
Average 1.5% per year
Global Stripe Rust Losses Estimates
Reference
Period
Counterfactual
Loss
Average annual losses
(million metric tons)
Value of the annual losses
(million U.S. $ per year)*
1961-84 none 1.04 $186
1985-99 none 0.53 $95
2000-12 none 5.77 $1,032
Reference
Period
Counterfactual
Period
Losses Averted
(million metric tons)
Value of the benefits
(million U.S. $ per year)*
1961-84 1985-99 0.74 $132
1985-99 1985-99 0 0
2000-12 1985-99 5.15 $922
* 2010 average US wheat prices
No Loss Counterfactual
Low Loss (1985-1999) Counterfactual
Approach
 Estimate of annual investments to avert projected losses (costs) attributable to
stripe rust through to 2048
 Ninety five percent chance of realizing a modified internal rate of return of at
least 10 percent per year
Economically Justified R&D Spending (2010 prices)
 $36.8 million per year, or 17.1 cents per hectare (with a no loss counterfactual)
 $32.9 million per year, or 15.3 cents per hectare (with a low loss counterfactual)
Comparative (Stem rust) Information
• Economically justified investment in stem rust was $51.1 million per year
• U.S. wheat farmers spent $15.75 per hectare on seed
Economically Justifiable R&D Investment
Summing Up
 Earlier assessment suggests that around $50 million per year on average be
invested in research to avert prospective global losses from stem rust, double
what is being spent of late
 Evidence suggests a change in the spatial pattern and magnitude of wheat
yield losses attributable to stripe rust
• Around 72 percent of the world’s wheat area is susceptible to this disease
 Beta assessment suggests that around $35 million per year (about two-thirds
the corresponding stem rust research investment) be spent to alleviate global
losses from stripe rust, substantially more than would have been justified
several decades ago
Thanks

Weitere ähnliche Inhalte

Andere mochten auch

Pretorius pst symposium 2014
Pretorius pst symposium 2014Pretorius pst symposium 2014
Pretorius pst symposium 2014ICARDA
 
Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics
Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics
Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics ICARDA
 
Advances in the research to achieve resistance to wheat rusts
Advances in the research to achieve resistance to wheat rustsAdvances in the research to achieve resistance to wheat rusts
Advances in the research to achieve resistance to wheat rustsCIMMYT
 
Continental sweeps and aggressiveness in wheat rust pathogens
Continental sweeps and aggressiveness in wheat rust pathogensContinental sweeps and aggressiveness in wheat rust pathogens
Continental sweeps and aggressiveness in wheat rust pathogensICARDA
 
Breeding for Rust Resistance and the University of Minnesota
Breeding for Rust Resistance and the University of MinnesotaBreeding for Rust Resistance and the University of Minnesota
Breeding for Rust Resistance and the University of MinnesotaBorlaug Global Rust Initiative
 
Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA: ...
Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA:...Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA:...
Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA: ...ICARDA
 
Izmir 2014 lesley boyd
Izmir 2014 lesley boydIzmir 2014 lesley boyd
Izmir 2014 lesley boydICARDA
 
Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...
Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...
Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...ICARDA
 
A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...
A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...
A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...Borlaug Global Rust Initiative
 
International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...ICARDA
 
Deployment of rust resistant wheat in ethiopia 23 april 2014v3
Deployment of rust resistant wheat in ethiopia 23 april 2014v3Deployment of rust resistant wheat in ethiopia 23 april 2014v3
Deployment of rust resistant wheat in ethiopia 23 april 2014v3ICARDA
 
Ramdani izmir 2014
Ramdani izmir 2014Ramdani izmir 2014
Ramdani izmir 2014ICARDA
 
Impacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control Strategies
Impacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control StrategiesImpacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control Strategies
Impacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control StrategiesICARDA
 
BGRI Global Rust Monitoring: Challenges and Opportunities for Stripe Rust
BGRI Global Rust Monitoring: Challenges and Opportunities for Stripe RustBGRI Global Rust Monitoring: Challenges and Opportunities for Stripe Rust
BGRI Global Rust Monitoring: Challenges and Opportunities for Stripe RustICARDA
 
2nd yrw izmir
2nd yrw izmir2nd yrw izmir
2nd yrw izmirICARDA
 
Kutcher stripe rust symposium izmir
Kutcher stripe rust symposium izmirKutcher stripe rust symposium izmir
Kutcher stripe rust symposium izmirICARDA
 
Gender in SARD-SC: Kenya
Gender in SARD-SC: Kenya Gender in SARD-SC: Kenya
Gender in SARD-SC: Kenya ICARDA
 

Andere mochten auch (20)

Barberry panel
Barberry panelBarberry panel
Barberry panel
 
Pretorius pst symposium 2014
Pretorius pst symposium 2014Pretorius pst symposium 2014
Pretorius pst symposium 2014
 
Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics
Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics
Epidemiology and Management of Yellow Rust of Wheat in Jammu Subtropics
 
Advances in the research to achieve resistance to wheat rusts
Advances in the research to achieve resistance to wheat rustsAdvances in the research to achieve resistance to wheat rusts
Advances in the research to achieve resistance to wheat rusts
 
Continental sweeps and aggressiveness in wheat rust pathogens
Continental sweeps and aggressiveness in wheat rust pathogensContinental sweeps and aggressiveness in wheat rust pathogens
Continental sweeps and aggressiveness in wheat rust pathogens
 
Breeding for Rust Resistance and the University of Minnesota
Breeding for Rust Resistance and the University of MinnesotaBreeding for Rust Resistance and the University of Minnesota
Breeding for Rust Resistance and the University of Minnesota
 
Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA: ...
Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA:...Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA:...
Development of Stripe Rust Resistant Spring Bread Wheat Germplasm for CWANA: ...
 
Izmir 2014 lesley boyd
Izmir 2014 lesley boydIzmir 2014 lesley boyd
Izmir 2014 lesley boyd
 
Puccinia pathway
Puccinia pathwayPuccinia pathway
Puccinia pathway
 
Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...
Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...
Yellow rust epidemic on bread wheat, and population of P. striiformis f. sp. ...
 
A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...
A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...
A Strategy to Tackle Rust Menace: Integrating MAS with Breeding for Durable R...
 
International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...International Winter Wheat Improvement Program: breeding strategies and meth...
International Winter Wheat Improvement Program: breeding strategies and meth...
 
Deployment of rust resistant wheat in ethiopia 23 april 2014v3
Deployment of rust resistant wheat in ethiopia 23 april 2014v3Deployment of rust resistant wheat in ethiopia 23 april 2014v3
Deployment of rust resistant wheat in ethiopia 23 april 2014v3
 
Ramdani izmir 2014
Ramdani izmir 2014Ramdani izmir 2014
Ramdani izmir 2014
 
Impacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control Strategies
Impacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control StrategiesImpacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control Strategies
Impacts of Wheat Stripe Rust in Uzbekistan: Breeding and Control Strategies
 
BGRI Global Rust Monitoring: Challenges and Opportunities for Stripe Rust
BGRI Global Rust Monitoring: Challenges and Opportunities for Stripe RustBGRI Global Rust Monitoring: Challenges and Opportunities for Stripe Rust
BGRI Global Rust Monitoring: Challenges and Opportunities for Stripe Rust
 
2nd yrw izmir
2nd yrw izmir2nd yrw izmir
2nd yrw izmir
 
Kutcher stripe rust symposium izmir
Kutcher stripe rust symposium izmirKutcher stripe rust symposium izmir
Kutcher stripe rust symposium izmir
 
2014 bgri dieseth presentation
2014 bgri dieseth presentation2014 bgri dieseth presentation
2014 bgri dieseth presentation
 
Gender in SARD-SC: Kenya
Gender in SARD-SC: Kenya Gender in SARD-SC: Kenya
Gender in SARD-SC: Kenya
 

Ähnlich wie Pardey et al -turkey bgri stripe rust (4-28-2014)

WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013cgxchange
 
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013CGIAR
 
Dr. Marty D. Matlock - Impacts of GMO Products on Food Security and Trade
Dr. Marty D. Matlock - Impacts of GMO Products on Food Security and TradeDr. Marty D. Matlock - Impacts of GMO Products on Food Security and Trade
Dr. Marty D. Matlock - Impacts of GMO Products on Food Security and TradeJohn Blue
 
Understanding climate change
Understanding climate changeUnderstanding climate change
Understanding climate changePradeep Mohapatra
 
Workshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony Whitbread
Workshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony WhitbreadWorkshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony Whitbread
Workshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony WhitbreadLotteKlapwijk
 
Bhn tayangan dpt bag i (1)
Bhn tayangan dpt bag i (1)Bhn tayangan dpt bag i (1)
Bhn tayangan dpt bag i (1)Andrew Hutabarat
 
Economics_of_Climate_Change_DanielTU_UNCTAD_.ppt
Economics_of_Climate_Change_DanielTU_UNCTAD_.pptEconomics_of_Climate_Change_DanielTU_UNCTAD_.ppt
Economics_of_Climate_Change_DanielTU_UNCTAD_.pptUppiliappanGopalan1
 
Integrated agricultural system, migration, and social protection strategies t...
Integrated agricultural system, migration, and social protection strategies t...Integrated agricultural system, migration, and social protection strategies t...
Integrated agricultural system, migration, and social protection strategies t...ILRI
 
Land Uses, Other Natural Resources Uses and Food Security
Land Uses, Other Natural Resources Uses and Food SecurityLand Uses, Other Natural Resources Uses and Food Security
Land Uses, Other Natural Resources Uses and Food SecurityJoachim von Braun
 
Adapting livestock systems to climate change
Adapting livestock systems to climate changeAdapting livestock systems to climate change
Adapting livestock systems to climate changeILRI
 
The Economywide Impacts and Risks of Malawi's Farm Input Subsidy Program
The Economywide Impacts and Risks of Malawi's Farm Input Subsidy ProgramThe Economywide Impacts and Risks of Malawi's Farm Input Subsidy Program
The Economywide Impacts and Risks of Malawi's Farm Input Subsidy ProgramIFPRIMaSSP
 
Barley Net Blotch Disease Management: A Review
Barley Net Blotch Disease Management: A ReviewBarley Net Blotch Disease Management: A Review
Barley Net Blotch Disease Management: A ReviewAgriculture Journal IJOEAR
 
Dr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIa
Dr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIaDr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIa
Dr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIaAKADEMIYA2063
 
Global Food Security Challenges and Opportunities: the new role of agriculture
Global Food Security Challenges and Opportunities: the new role of agricultureGlobal Food Security Challenges and Opportunities: the new role of agriculture
Global Food Security Challenges and Opportunities: the new role of agricultureShenggen Fan
 

Ähnlich wie Pardey et al -turkey bgri stripe rust (4-28-2014) (20)

WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
 
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013WHEAT - Presentation for Discussion with Donors and Partners - June 2013
WHEAT - Presentation for Discussion with Donors and Partners - June 2013
 
Fernandes - Towards Climate Change Adaptation and Mitigation: Synergies and T...
Fernandes - Towards Climate Change Adaptation and Mitigation: Synergies and T...Fernandes - Towards Climate Change Adaptation and Mitigation: Synergies and T...
Fernandes - Towards Climate Change Adaptation and Mitigation: Synergies and T...
 
Dr. Marty D. Matlock - Impacts of GMO Products on Food Security and Trade
Dr. Marty D. Matlock - Impacts of GMO Products on Food Security and TradeDr. Marty D. Matlock - Impacts of GMO Products on Food Security and Trade
Dr. Marty D. Matlock - Impacts of GMO Products on Food Security and Trade
 
Understanding climate change
Understanding climate changeUnderstanding climate change
Understanding climate change
 
1st lunch meeting - 18 August 2021 - Frédéric Baudron
1st lunch meeting - 18 August 2021 - Frédéric Baudron1st lunch meeting - 18 August 2021 - Frédéric Baudron
1st lunch meeting - 18 August 2021 - Frédéric Baudron
 
Workshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony Whitbread
Workshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony WhitbreadWorkshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony Whitbread
Workshop Trade-off Analysis - CGIAR_19 Feb 2013_CRP 1.1_Anthony Whitbread
 
Future agriculture in a changing climate
Future agriculture in a changing climateFuture agriculture in a changing climate
Future agriculture in a changing climate
 
Bhn tayangan dpt bag i
Bhn tayangan dpt bag iBhn tayangan dpt bag i
Bhn tayangan dpt bag i
 
Bhn tayangan dpt bag i (1)
Bhn tayangan dpt bag i (1)Bhn tayangan dpt bag i (1)
Bhn tayangan dpt bag i (1)
 
Economics_of_Climate_Change_DanielTU_UNCTAD_.ppt
Economics_of_Climate_Change_DanielTU_UNCTAD_.pptEconomics_of_Climate_Change_DanielTU_UNCTAD_.ppt
Economics_of_Climate_Change_DanielTU_UNCTAD_.ppt
 
Integrated agricultural system, migration, and social protection strategies t...
Integrated agricultural system, migration, and social protection strategies t...Integrated agricultural system, migration, and social protection strategies t...
Integrated agricultural system, migration, and social protection strategies t...
 
Land Uses, Other Natural Resources Uses and Food Security
Land Uses, Other Natural Resources Uses and Food SecurityLand Uses, Other Natural Resources Uses and Food Security
Land Uses, Other Natural Resources Uses and Food Security
 
Adapting livestock systems to climate change
Adapting livestock systems to climate changeAdapting livestock systems to climate change
Adapting livestock systems to climate change
 
Climate change and Australian farming systems - Peter Hayman, SARDI
Climate change and Australian farming systems - Peter Hayman, SARDIClimate change and Australian farming systems - Peter Hayman, SARDI
Climate change and Australian farming systems - Peter Hayman, SARDI
 
The Economywide Impacts and Risks of Malawi's Farm Input Subsidy Program
The Economywide Impacts and Risks of Malawi's Farm Input Subsidy ProgramThe Economywide Impacts and Risks of Malawi's Farm Input Subsidy Program
The Economywide Impacts and Risks of Malawi's Farm Input Subsidy Program
 
Regional Trade Flows and Resilience in COMESA and ECOWAS Countries
Regional Trade Flows and Resilience in COMESA and ECOWAS CountriesRegional Trade Flows and Resilience in COMESA and ECOWAS Countries
Regional Trade Flows and Resilience in COMESA and ECOWAS Countries
 
Barley Net Blotch Disease Management: A Review
Barley Net Blotch Disease Management: A ReviewBarley Net Blotch Disease Management: A Review
Barley Net Blotch Disease Management: A Review
 
Dr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIa
Dr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIaDr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIa
Dr. Yogo Urbain Thierry_2023 AGRODEP Annual Conference - Parallel Session IIIa
 
Global Food Security Challenges and Opportunities: the new role of agriculture
Global Food Security Challenges and Opportunities: the new role of agricultureGlobal Food Security Challenges and Opportunities: the new role of agriculture
Global Food Security Challenges and Opportunities: the new role of agriculture
 

Mehr von ICARDA

Can we measure female social entrepreneurship?
Can we measure female social entrepreneurship? Can we measure female social entrepreneurship?
Can we measure female social entrepreneurship? ICARDA
 
Impact of Climate Change and possible steps for Reversal”
Impact of Climate Change and possible steps for Reversal”Impact of Climate Change and possible steps for Reversal”
Impact of Climate Change and possible steps for Reversal”ICARDA
 
Building Climate Smart FARMERS The Indian Perspective
Building Climate Smart FARMERSThe Indian PerspectiveBuilding Climate Smart FARMERSThe Indian Perspective
Building Climate Smart FARMERS The Indian PerspectiveICARDA
 
Dryland Agriculture R&I in China: Actions towards SDGs 2030
Dryland Agriculture R&I in China:Actions towards SDGs 2030Dryland Agriculture R&I in China:Actions towards SDGs 2030
Dryland Agriculture R&I in China: Actions towards SDGs 2030ICARDA
 
FEW Three in One Food Energy and Water
FEW Three in One  Food Energy and Water FEW Three in One  Food Energy and Water
FEW Three in One Food Energy and Water ICARDA
 
Just Add Water: Approaches to Smart Agricultural Water Management
Just Add Water: Approaches to Smart Agricultural Water ManagementJust Add Water: Approaches to Smart Agricultural Water Management
Just Add Water: Approaches to Smart Agricultural Water ManagementICARDA
 
Building a research-for-development partnership for thriving drylands in a ch...
Building a research-for-development partnership for thriving drylands in a ch...Building a research-for-development partnership for thriving drylands in a ch...
Building a research-for-development partnership for thriving drylands in a ch...ICARDA
 
The Dry arc in brief
The Dry arc in briefThe Dry arc in brief
The Dry arc in briefICARDA
 
SUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIA
SUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIASUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIA
SUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIAICARDA
 
Highlights on 2019 research outputs and outcomes​
Highlights on 2019 research outputs and outcomes​Highlights on 2019 research outputs and outcomes​
Highlights on 2019 research outputs and outcomes​ICARDA
 
Introduction to mobile data collection
Introduction to mobile data collectionIntroduction to mobile data collection
Introduction to mobile data collectionICARDA
 
BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...
BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...
BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...ICARDA
 
Utilizing the reject brine from desalination for implementing integrated agri...
Utilizing the reject brine from desalination for implementing integrated agri...Utilizing the reject brine from desalination for implementing integrated agri...
Utilizing the reject brine from desalination for implementing integrated agri...ICARDA
 
The role of higher and vocational education and training in developing knowle...
The role of higher and vocational education and training in developing knowle...The role of higher and vocational education and training in developing knowle...
The role of higher and vocational education and training in developing knowle...ICARDA
 
Characteristics of a winning research proposal
Characteristics of a winning research proposal Characteristics of a winning research proposal
Characteristics of a winning research proposal ICARDA
 
Bio-wonder, Tunisia
Bio-wonder, TunisiaBio-wonder, Tunisia
Bio-wonder, TunisiaICARDA
 
Powering dry areas by empowering food security under the context of climat...
Powering  dry areas  by empowering food security  under the context of climat...Powering  dry areas  by empowering food security  under the context of climat...
Powering dry areas by empowering food security under the context of climat...ICARDA
 
The DryArc Initiative
The DryArc InitiativeThe DryArc Initiative
The DryArc InitiativeICARDA
 
Funding networks and mechanisms to support EU AU FNSSA R&I
Funding networks and mechanisms  to support EU AU FNSSA R&I Funding networks and mechanisms  to support EU AU FNSSA R&I
Funding networks and mechanisms to support EU AU FNSSA R&I ICARDA
 
Mapping suitable niche for cactus and legumes in diversified farming in drylands
Mapping suitable niche for cactus and legumes in diversified farming in drylandsMapping suitable niche for cactus and legumes in diversified farming in drylands
Mapping suitable niche for cactus and legumes in diversified farming in drylandsICARDA
 

Mehr von ICARDA (20)

Can we measure female social entrepreneurship?
Can we measure female social entrepreneurship? Can we measure female social entrepreneurship?
Can we measure female social entrepreneurship?
 
Impact of Climate Change and possible steps for Reversal”
Impact of Climate Change and possible steps for Reversal”Impact of Climate Change and possible steps for Reversal”
Impact of Climate Change and possible steps for Reversal”
 
Building Climate Smart FARMERS The Indian Perspective
Building Climate Smart FARMERSThe Indian PerspectiveBuilding Climate Smart FARMERSThe Indian Perspective
Building Climate Smart FARMERS The Indian Perspective
 
Dryland Agriculture R&I in China: Actions towards SDGs 2030
Dryland Agriculture R&I in China:Actions towards SDGs 2030Dryland Agriculture R&I in China:Actions towards SDGs 2030
Dryland Agriculture R&I in China: Actions towards SDGs 2030
 
FEW Three in One Food Energy and Water
FEW Three in One  Food Energy and Water FEW Three in One  Food Energy and Water
FEW Three in One Food Energy and Water
 
Just Add Water: Approaches to Smart Agricultural Water Management
Just Add Water: Approaches to Smart Agricultural Water ManagementJust Add Water: Approaches to Smart Agricultural Water Management
Just Add Water: Approaches to Smart Agricultural Water Management
 
Building a research-for-development partnership for thriving drylands in a ch...
Building a research-for-development partnership for thriving drylands in a ch...Building a research-for-development partnership for thriving drylands in a ch...
Building a research-for-development partnership for thriving drylands in a ch...
 
The Dry arc in brief
The Dry arc in briefThe Dry arc in brief
The Dry arc in brief
 
SUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIA
SUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIASUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIA
SUSTAINABLE SILVOPASTORAL RESTORATION TO PROMOTE ECOSYSTEM SERVICES IN TUNISIA
 
Highlights on 2019 research outputs and outcomes​
Highlights on 2019 research outputs and outcomes​Highlights on 2019 research outputs and outcomes​
Highlights on 2019 research outputs and outcomes​
 
Introduction to mobile data collection
Introduction to mobile data collectionIntroduction to mobile data collection
Introduction to mobile data collection
 
BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...
BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...
BRINGING INNOVATION AND SUSTAINABILITY ALONG THE WHOLE VALUE CHAIN IN THE MED...
 
Utilizing the reject brine from desalination for implementing integrated agri...
Utilizing the reject brine from desalination for implementing integrated agri...Utilizing the reject brine from desalination for implementing integrated agri...
Utilizing the reject brine from desalination for implementing integrated agri...
 
The role of higher and vocational education and training in developing knowle...
The role of higher and vocational education and training in developing knowle...The role of higher and vocational education and training in developing knowle...
The role of higher and vocational education and training in developing knowle...
 
Characteristics of a winning research proposal
Characteristics of a winning research proposal Characteristics of a winning research proposal
Characteristics of a winning research proposal
 
Bio-wonder, Tunisia
Bio-wonder, TunisiaBio-wonder, Tunisia
Bio-wonder, Tunisia
 
Powering dry areas by empowering food security under the context of climat...
Powering  dry areas  by empowering food security  under the context of climat...Powering  dry areas  by empowering food security  under the context of climat...
Powering dry areas by empowering food security under the context of climat...
 
The DryArc Initiative
The DryArc InitiativeThe DryArc Initiative
The DryArc Initiative
 
Funding networks and mechanisms to support EU AU FNSSA R&I
Funding networks and mechanisms  to support EU AU FNSSA R&I Funding networks and mechanisms  to support EU AU FNSSA R&I
Funding networks and mechanisms to support EU AU FNSSA R&I
 
Mapping suitable niche for cactus and legumes in diversified farming in drylands
Mapping suitable niche for cactus and legumes in diversified farming in drylandsMapping suitable niche for cactus and legumes in diversified farming in drylands
Mapping suitable niche for cactus and legumes in diversified farming in drylands
 

Kürzlich hochgeladen

VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒anilsa9823
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyEthan lee
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...amitlee9823
 
VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...
VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...
VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...Suhani Kapoor
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...Any kyc Account
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Servicediscovermytutordmt
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsMichael W. Hawkins
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear RegressionRavindra Nath Shukla
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...Aggregage
 
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature SetCreating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature SetDenis Gagné
 
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 DelhiCall Girls in Delhi
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Roland Driesen
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...lizamodels9
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Lviv Startup Club
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfPaul Menig
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876dlhescort
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxpriyanshujha201
 

Kürzlich hochgeladen (20)

VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒VIP Call Girls In Saharaganj ( Lucknow  ) 🔝 8923113531 🔝  Cash Payment (COD) 👒
VIP Call Girls In Saharaganj ( Lucknow ) 🔝 8923113531 🔝 Cash Payment (COD) 👒
 
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case studyThe Coffee Bean & Tea Leaf(CBTL), Business strategy case study
The Coffee Bean & Tea Leaf(CBTL), Business strategy case study
 
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
Call Girls Jp Nagar Just Call 👗 7737669865 👗 Top Class Call Girl Service Bang...
 
VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...
VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...
VIP Call Girls Gandi Maisamma ( Hyderabad ) Phone 8250192130 | ₹5k To 25k Wit...
 
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
VVVIP Call Girls In Greater Kailash ➡️ Delhi ➡️ 9999965857 🚀 No Advance 24HRS...
 
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
KYC-Verified Accounts: Helping Companies Handle Challenging Regulatory Enviro...
 
Call Girls in Gomti Nagar - 7388211116 - With room Service
Call Girls in Gomti Nagar - 7388211116  - With room ServiceCall Girls in Gomti Nagar - 7388211116  - With room Service
Call Girls in Gomti Nagar - 7388211116 - With room Service
 
HONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael HawkinsHONOR Veterans Event Keynote by Michael Hawkins
HONOR Veterans Event Keynote by Michael Hawkins
 
Regression analysis: Simple Linear Regression Multiple Linear Regression
Regression analysis:  Simple Linear Regression Multiple Linear RegressionRegression analysis:  Simple Linear Regression Multiple Linear Regression
Regression analysis: Simple Linear Regression Multiple Linear Regression
 
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Commun...
 
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature SetCreating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
Creating Low-Code Loan Applications using the Trisotech Mortgage Feature Set
 
Forklift Operations: Safety through Cartoons
Forklift Operations: Safety through CartoonsForklift Operations: Safety through Cartoons
Forklift Operations: Safety through Cartoons
 
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
9599632723 Top Call Girls in Delhi at your Door Step Available 24x7 Delhi
 
Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...Ensure the security of your HCL environment by applying the Zero Trust princi...
Ensure the security of your HCL environment by applying the Zero Trust princi...
 
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
Call Girls In DLf Gurgaon ➥99902@11544 ( Best price)100% Genuine Escort In 24...
 
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabiunwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
unwanted pregnancy Kit [+918133066128] Abortion Pills IN Dubai UAE Abudhabi
 
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
Yaroslav Rozhankivskyy: Три складові і три передумови максимальної продуктивн...
 
Grateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdfGrateful 7 speech thanking everyone that has helped.pdf
Grateful 7 speech thanking everyone that has helped.pdf
 
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
Call Girls in Delhi, Escort Service Available 24x7 in Delhi 959961-/-3876
 
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptxB.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
B.COM Unit – 4 ( CORPORATE SOCIAL RESPONSIBILITY ( CSR ).pptx
 

Pardey et al -turkey bgri stripe rust (4-28-2014)

  • 1. The Global Occurrence and Economic Consequences of Stripe Rust in Wheat Philip Pardey, Yuan Chai, Jason Beddow, Terry Hurley, Darren Kriticos and Hans Joachim-Braun University of Minnesota, CSIRO, and CIMMYT Second International Wheat Stripe Rust Symposium Regional Cereal Rust Research Center, Izmir, Turkey April 28, 2014
  • 2. Stripe Rust: Bio-economic cum Policy Questions  What is the global extent of this disease? • Where is it likely to occur and persist?  What share of global wheat area and production is susceptible to the disease?  What is the likely global losses in wheat production associated with this disease?  What are the global research investment implications of this disease?
  • 3. Losses Attributed to Wheat Rust Will Stem Rust Destroy the World’s Wheat Crop? “…it is unlikely that stem rust race Ug99 or its descendants will destroy the world’s wheat crop” Singh et al. (2008, p.305) “This *stem rust+ is a time bomb…Ug99 is going to lie there, and then all of the sudden its going to go boom.” Quote attributed to Borlaug (Science 2009, p. 721.) Implied losses in 2009/10 attributed to wheat stem rust: 43.2 to 302.4 MMT Fisher et al. (Nature 2012, Table s1) “*Stripe rust+ losses can be severe (50%) due to shriveled grain and damaged tillers. In extreme situations, stripe rust can cause 100% losses.” Roelfs et al. (CIMMYT 2002, p.2)
  • 4. Stem Rust – Global Assessment Summary Climate suitability of stem rust Suitable Persists Reported Occurrence
  • 5. Source: Pardey et al. (2013) from USDA (various years) Average 2.5% per year Stem Rust – Global Assessment Summary Stochastic Structure of U.S. Losses Attributed to Stem Rust Average 0.29% per year
  • 6. Stem Rust – Global Assessment Summary Climate suitability of stem rust Suitable Persists A sustained investment of $51.1 million per year (2010 prices) in stem rust research could be justified economically
  • 7. Historical and Current Stripe Rust Threats • Historically, stripe rust has mainly been endemic only in cool climate regions • In recent decades, stripe rust has spread rapidly to areas previously unaffected Before 2000 After 2000 0 Not recorded, or no response 1 Rare 2 Localized in some seasons 3 Localized in most seasons 4 Widespread in some seasons 5 Widespread in most seasons N = 29
  • 8. U.S. Wheat Yield Losses Attributed to Stripe Rust
  • 9. U.S. Wheat Yield Losses Attributed to Stripe Rust 1960 2012
  • 10. Global Stripe Rust Occurrence
  • 11. Modeling Pests and Diseases- A Spatial Approach
  • 12. CLIMEX Modeled Suitability for Stripe Rust (Beta) Suitable Persists
  • 13. Observed and Modeled Occurrence of Stripe Rust
  • 14. Observed and Modeled Occurrence of Stripe Rust
  • 15. Observed and Modeled Occurrence of Stripe Rust
  • 16. Observed and Modeled Occurrence of Stripe Rust
  • 17. Observed and Modeled Occurrence of Stripe Rust Area Production Region Suitable Persists Suitable Persists (percent) North America 59.9 16.9 63.1 18.6 sub-Saharan Africa 82.6 81.2 83.0 82.0 LAC 85.0 83.0 89.7 88.5 Asia 59.1 32.9 69.4 39.2 FSU 66.2 9.7 78.9 15.7 Australasia 53.3 45.9 55.6 48.0 World 72.0 42.0 79.4 51.2
  • 18. Stochastic Structure of U.S. Losses Attributed to Stripe Rust The changing structure of stripe rust epidemics  1961-1984: significant yield losses  1985-1999: use of resistant cultivars and fungicide  Since 2000: new stripe rust pathotypes 0 0.5 1 1.5 2 2.5 3 3.5 4 4.5 1961 1964 1967 1970 1973 1976 1979 1982 1985 1988 1991 1994 1997 2000 2003 2006 2009 2012 PercentLoss Average 0.54% per year Average 0.15% per year Average 1.5% per year
  • 19. Global Stripe Rust Losses Estimates Reference Period Counterfactual Loss Average annual losses (million metric tons) Value of the annual losses (million U.S. $ per year)* 1961-84 none 1.04 $186 1985-99 none 0.53 $95 2000-12 none 5.77 $1,032 Reference Period Counterfactual Period Losses Averted (million metric tons) Value of the benefits (million U.S. $ per year)* 1961-84 1985-99 0.74 $132 1985-99 1985-99 0 0 2000-12 1985-99 5.15 $922 * 2010 average US wheat prices No Loss Counterfactual Low Loss (1985-1999) Counterfactual
  • 20. Approach  Estimate of annual investments to avert projected losses (costs) attributable to stripe rust through to 2048  Ninety five percent chance of realizing a modified internal rate of return of at least 10 percent per year Economically Justified R&D Spending (2010 prices)  $36.8 million per year, or 17.1 cents per hectare (with a no loss counterfactual)  $32.9 million per year, or 15.3 cents per hectare (with a low loss counterfactual) Comparative (Stem rust) Information • Economically justified investment in stem rust was $51.1 million per year • U.S. wheat farmers spent $15.75 per hectare on seed Economically Justifiable R&D Investment
  • 21. Summing Up  Earlier assessment suggests that around $50 million per year on average be invested in research to avert prospective global losses from stem rust, double what is being spent of late  Evidence suggests a change in the spatial pattern and magnitude of wheat yield losses attributable to stripe rust • Around 72 percent of the world’s wheat area is susceptible to this disease  Beta assessment suggests that around $35 million per year (about two-thirds the corresponding stem rust research investment) be spent to alleviate global losses from stripe rust, substantially more than would have been justified several decades ago

Hinweis der Redaktion

  1. In their Supplementary Information, Table 1, Fisher et al. (2012) report that 432 MMT of wheat was used for food in 2009/2010 and that a potential 10-70 percent (43.2 to 302.4 MMT) of this production could be lost to P. graminis. Based on these values and the 2009 average U.S. price for all wheat of $4.85 per bushel (USDA-NASS 2010), we calculate the potential value of global losses under the Fisher et al. (2012) scenarios to be between $7.7 billion and $63.8 billion. Source: (Mathew Fisher, Imperial College). Spoke of stem rust as an Emerging Infectious Disease and of persistent and epidemic outbreaks of fungal infections in wheat, e.g., stem rust -- Authors calculation based on Fisher, M.C., D.A. Henk, C.J. Briggs, J.S. Brownstein, L.C. Madoff, S.L. McCraw and S.J. Gurr (2012). Emerging fungal threats to animal, plant and ecosystem health. Nature 484: 186-194 and USDA, National Agricultural Statistics Service (2010). Crop Values 2009 Summary. Washington, D.C.: U.S. Department of Agriculture, NASS.Global wheat production in 2012 = 671 million metric tons
  2. CLIMEX is an ecological niche model, describing how the modelled organism reacts to climatic variables at the population level.  It uses these response functions to estimate the suitability of the environment at each location for which there is information.  It is distinct from correlative and geostatistical Species Distribution Models, which seek to describe the environment where the species has been observed.  Hence, CLIMEX models describe the estimated potential distribution of the organism, and can distinguish between those areas that are suitable for year-round persistence, from those areas that are only suitable for population growth during favourable seasons.  Where a CLIMEX model can indicate climatic suitability for a pest conditional on the presence of a host crop, a correlative model will tend to confound these issues.  CLIMEX modelling can take advantage of a range of different data sources in addition to geocoded observation record (eg phenology and direct experimental observations).  Using these different knowledge domains often reveals substantial geocoding errors in the geocoded observation records.  This same process can also reveal interpretative differences between observation records, distinguishing between persistent and casual populations.  The ICARDA style models have great difficulty transferring to novel situations (new continents, future climate scenarios, etc). 
  3. First period 1918-1960, average loss is 2.5 percent per yearFirst period 1961-2010, average loss is 0.29 percent per year (17years with no reported loss)For the entire period 1918-2010, average loss is 1.34 percent per year
  4. CLIMEX is an ecological niche model, describing how the modelled organism reacts to climatic variables at the population level.  It uses these response functions to estimate the suitability of the environment at each location for which there is information.  It is distinct from correlative and geostatistical Species Distribution Models, which seek to describe the environment where the species has been observed.  Hence, CLIMEX models describe the estimated potential distribution of the organism, and can distinguish between those areas that are suitable for year-round persistence, from those areas that are only suitable for population growth during favourable seasons.  Where a CLIMEX model can indicate climatic suitability for a pest conditional on the presence of a host crop, a correlative model will tend to confound these issues.  CLIMEX modelling can take advantage of a range of different data sources in addition to geocoded observation record (eg phenology and direct experimental observations).  Using these different knowledge domains often reveals substantial geocoding errors in the geocoded observation records.  This same process can also reveal interpretative differences between observation records, distinguishing between persistent and casual populations.  The ICARDA style models have great difficulty transferring to novel situations (new continents, future climate scenarios, etc). 
  5. Survey instigated at the Delhi BGRI meeting in August 2013
  6. The (red) US points are USDA-CDL “observed” data by county for 2007-2012, mapped to the county centroid. The non-US points (blue) are from Dave’s BGRI data and include low, moderate and high severity (excludes nulls and negative observations). These are observations for 2007-2014.
  7. To get EI we model Dry stress, Heat stress, Cold stress and Hot-Wet Stress
  8. This is the CLIMEX suitability layer at 10’ resolution, mashed up using SPAM 2005 (beta). The CX value for a pixel is the irrigated value (2.5mm topup winter only) if any wheat in that pixel is irrigated, otherwise it’s the rainfed value. The EI cutoff is >= 1 and the GI cutoff is >= 10.
  9. These are USDA-CDL “observed” data by county for 2007-2012, mapped to the county centroid. From: prvs=152dfb7c9=Darren.Kriticos@csiro.au [mailto:prvs=152dfb7c9=Darren.Kriticos@csiro.au] On Behalf Of Darren.Kriticos@csiro.auSent: Sunday, March 23, 2014 2:39 AMTo: chaix026@umn.eduCc: ppardey@umn.edu; beddow@umn.eduSubject: RE: P striiformis Hi Yuan,Sorry, I don’t buy all the details of Chen fig 3.  Some of the circulation movements agree with the Puccinia pathway, but some of it seems elaborated to fit the hypothesis but without a suitable understanding of the climate geography.  CheersDarren
  10. The non-US points are from Dave’s BGRI data and include low, moderate and high severity (excludes nulls and negative observations). These are observations for 2007-2014.Most of the points outside the range in India are low severity, some moderate (a few high)
  11. Average loss for the 1961-2012 period is 0.64 percent per year
  12. Global wheat production in 2012 = 671 million metric tonsSimulated annual losses from 2000-2048