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1. Fusarium Head Blight Outbreak Frequency under a Changing Climate Environment J M Fernandes, W Pavan and E Del Ponte
2. Introduction Southern states dryland
Spring types grown during winter spring season
Warming temperatures
Increase in precipitation
3. Wheat yield-reducing factors in Brazil Soil fertility (Al+++)
Late Frost
Sprouting
Insects (BYDV)
Fungal Diseases
4. Wheat diseases epidemiology Pathogen
Host
Environment (climate)
If we know enough
..then we can model!
5. A Generic Disease Model Approach
6. A Generic Disease Model Approach Model Parameterization
All disease parameters are read from a XML file
Plant organs (disease targets) get from crop model
7. A Generic Disease Model Approach Epidemiological simulation model with three scales of spatial hierarchy
Leaves-Plant-Field
Lesions Expansion rate (Stochastic)
8. Linking Crop Models to Disease Models
Crop models legacy (DSSAT)
Disease simulation models
Models written in different computers language
Ability to run models directly in the Web
9. Linking Crop Models to Disease Models
10. Linking Crop Models to Disease Models
12. Monitoring spore density in the air
13. Spore cloud model
14. A simulation example...
15. FHB Model Applications
16. Study area and climate dataset Passo Fundo ( 28°15'00"S , 52°25'12"W).
Embrapa Wheat, (over 25 years of FHB records)
A long-term daily climate dataset was available starting in1930´s
Pergamino, Argentina
17. FHB - Multiple simulations
Simulations were performed for a 30-day period starting June 1st.
Infection periods were computed in a period of time from the 4th to as long as the 20th day following beginning of wheat heading (time of flowering).
Exploratory analysis
18. FHB Multiple Simulation Results, Passo Fundo, Brazil
19. FHB Multiple Simulation Results Pergamino, Argentina
20. FHB x ENSO Phases
21. Exploring South Atlantic Surface Temperature and FHB, Southeastern, SA
22. South Atlantic Surface Temperature and FHB, Passo Fundo, Brazil
23. South Atlantic Surface Temperature and FHB, Pergamino, Argentina
24. Some highlights
.
Minimum tillage plays a minor rule
Weather is likely the driving force for epidemics
Epidemics outbreaks are more frequent than before
The environment is highly favorable to FHB development
La Nińa years are less favorable
South Atlantic Surface Temperature may be useful for seasonal forecast.
25. Further research....
26. FHB x Heading dates
27. Crop Failure
28.
Thanks for your attention