A Global Bio-economic Assessment of the Production and Research Implications of Wheat Rusts Philip...
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A Global Bio-economic Assessment of the Production and Research Implications of Wheat Rusts
Philip Pardey Yuan Chai, Jason Beddow, and Terry Hurley
University of Minnesota
ICW2015
Four Seasons Hotel, Sydney September 22, 2015
What do we Know About Wheat Rust Losses?
“The wheat rusts, historically, have been diseases of great
importance. The losses caused by…the three wheat rusts
worldwide over the centuries have been substantial….
Unfortunately, in many instances, recording and
quantification of the rust diseases and the losses attributed
to them have not been adequate. All too often, references to
their occurrence appear in obscure publications and only
when an epidemic is unusually severe."Roelfs, Singh and Saari (Rust Diseases of Wheat, CIMMYT 1992)
Wheat Rust Bio-Economic Evidence
Stem Rust (Science 2013)
Stripe Rust(Nature Plants 2015)
Leaf Rust(Forthcoming 2015/16?)
Rust and R&DRust and the Red Queen’s Race
"Well, in our country," said Alice, still panting a little, "you'd generally get to somewhere else—if you run very fast for a long time, as we've been doing."
…. said the Queen. "Now, here, you see, it takes all the running you can do, to keep in the same place. If you want to get somewhere else, you must run at least twice as fast as that!“
Lewis Carroll (Through the Looking Glass, 1871)
Ruttan and Rust“If the research effort required to maintain productivity is a positive function of the productivity level, it seems apparent that maintenance research will rise as a share of the research budget…..”
Vernon Ruttan (Agricultural Research Policy, 1982)
Resistance Genes as Biological Capital“Breeding new crop varieties with resistance to the biotic stresses that undermine crop yields is tantamount to increasing the amount and quality of biological capital in agriculture.
However, the success of genes that confer resistance to pests induces a co-evolutionary response that depreciates the biological capital embodied in the crop, as pests evolve the capacity to overcome the crop's new defences.
Thus, simply maintaining this biological capital, and the beneficial production and economic outcomes it bestows, requires continual reinvestment in new crop defences.”
Beddow et al. (Nature Plants, September 2015)
Stem Rust Climate Suitability
Persistently vulnerableSeasonally vulnerable
Stripe Rust Climate Suitability
Persistently vulnerableSeasonally vulnerable
Leaf Rust Climate Suitability
Persistently vulnerableSeasonally vulnerable
Note: Suitability prediction based on growth index (GI) values from the CLIMEX model
Three Rusts—Seasonally Vulnerable
Two rust types
Three rust types
One rust type
Note: Suitability prediction based on the ecological index (EI) values from the CLIMEX model
Three Rusts—Persistently Vulnerable
Two rust types
Three rust types
One rust type
Vulnerability to Wheat Rusts Worldwide
Stem, Leaf and Stripe Rust Vulnerability
None Only One Only Two All Three(Percentage of output, all farms)
Western Europe 0.0 0.0 0.7 99.2
North America 2.2 12.5 37.1 48.3
Australia 0.0 10.3 17.8 71.9
Sub-Saharan Africa 11.0 3.6 13.9 71.6
China 0.0 0.0 11.5 88.5
India 6.3 18.8 72.5 2.5
World 3.2 6.9 27.1 62.7
Estimating Global Losses
Jointly address
Highly variable nature of the losses over time
Spatially variable nature of the losses (across the rusts, production systems, and time)
Spatio-temporal Variation of Stem Rusts
1918-1959
1960-2014
Average annualpercent loss
Spatio-temporal Variation Stripe Rust
1918-1959
1960-2014
Average annualpercent loss
Spatio-temporal Variation of Leaf Rust
1918-1959
1960-2014
Average annualpercent loss
1918
1922
1926
1930
1934
1938
1942
1946
1950
1954
1958
1962
1966
1970
1974
1978
1982
1986
1990
1994
1998
2002
2006
2010
2014
0
5
10
15
20
25 Leaf RustStripe RustStem Rust
Perc
ent L
oss
Characterizing the Temporal Variability of Losses, 1918-2014
21.4%
0.45%
Characterizing the Temporal Variability of Losses
0.00% 5.00% 10.00% 15.00% 20.00% 25.00%0
0.10.20.30.40.50.60.70.80.9
1
Observed FrequencyBeta Distribution
Proportional Losses
Cum
ulati
ve F
requ
ency
Fitted Beta Distribution
Characterizing the Spatial Variability of Losses 1 S 2 Y 3 L
4 SYL
1 S 2 Y
4 SYL
3 L
5 SY
6 YL7 LS
Disjoint
Concordant
Overlapping
World Shares (percent)
No rust 3.2
One rust 6.9
Two rusts 27.1
Three rusts 62.7
Production Loss Consequences of Wheat Rusts
Probability of loss in each epidemiological zone
Magnitude of loss (proportionate terms)
Geographic extent of loss
• Wheat area
• Wheat yields
Factors Affecting Loss Estimates
15.04 Mill. Tons
High Input Area All Area -
2,000,000.00
4,000,000.00
6,000,000.00
8,000,000.00
10,000,000.00
12,000,000.00
14,000,000.00
16,000,000.00
3,911,976.61 4,874,573.89
1,565,063.71 1,869,170.85
6,989,273.63
8,300,559.19
LeafStripeStem
Production Loss Consequences of Wheat RustsAnnual Average Losses, 1961-2050
12.47 Mill. Tons
High Input Area
All Area $-
$20,000,000.00
$40,000,000.00
$60,000,000.00
$80,000,000.00
$100,000,000.00
$120,000,000.00
$28,004,658.3
5
$34,991,655.6
6
$11,203,818.1
4
$13,417,661.5
7
$50,034,097.7
5
$59,584,758.6
9 LeafStripeStem
Global Research Implications of Wheat Rusts
Economically Justifiable Investments 95% chance that investments in wheat rust research will exceed MIRR of 10% per year
$89.24 mill
$107.99 mill
Take Home Messages Almost all of the world’s wheat crop is susceptible to infection from wheat rusts
• Globally only 3.2 percent of the crop is grown in areas not susceptible to infection
• 62.7 percent of the crop is in areas that are vulnerable to all three rusts
Losses at any particular location or point in time are NOT representative of the average annual global losses worldwide over the longer term
Using a Monte Carlo probabilistic approach applied to 15 epidemiological zones with variable vulnerability to the rusts we find that:
• Global losses from all three rusts average at least 15.04 million tons (552.8 million bushels) per year. This is equivalent to an annual average loss of around US$2.9 billion (2010 prices) per year.
• The economically justifiable investment in wheat rust R&D is conservatively estimated to be $108 million per year (effectively in perpetuity!)
o This is equivalent to an annual investment of $0.51 per hectare per year (across the world’s 212.38 million wheat hectares)
Thanks
www.instepp.umn.edu