Remote Sensing of Wheat Rusts - A dream or reality?
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Remote Sensing of Wheat Rusts - A dream or reality?
Dave HodsonCIMMYT-Ethiopia
Bale, Ethiopia Nov 2013
Wheat Rusts (“Cereal Killers”)
● Major fungal diseases of wheat. All capable of serious economic losses (millions or billions of $)
● ** Stem Rust: Historically, most feared disease. 100% loss possible. Reduced threat for last 40 years. New virulent races now a concern
● *** Yellow (stripe) rust: Current major problem globally. Losses 60%+● * Leaf Rust: Most widespread. Losses usually around 10%.
Current Global Rust Monitoring● “Eyes on the ground”
• 14,000+ survey records• Network of 30+ countries• Large % of developing world wheat• Most comprehensive disease monitoring system for a major crop?•www.rusttracker.cimmyt.org
Added value: Hotspots
Spore Deposition Modeling
J.A. Cox. Cambridge Uni
Problem / Current Situation
● Can we do better / be more efficient?● Increased area coverage● $ cost of surveys● Timely detection / reporting (Improved early
warning)● Improved targeting of control measures● Reliable estimates of damage / size of epidemic
RS Approaches in literature (Stripe Rust)● Canopy Spectra – PhRI (Physiological
Reflectance Index) [more precision ag approach]● Airborne Hyperspectral – PRI (photochemical
reflectance Index) – disease progress with time● Spectral K Base (SKB) – link hypersectral to
mod resolution multi-spectral images – wider areas?
● RS land surface temp (LST) from MODIS – suitability zones – wider areas
Crop Disease and Pest Monitoring by Remote SensingWenjiang Huang et al 2012, Beijing Research Center for Information Technology in Agriculture, Beijing, China
Identifying and Mapping Stripe Rust in Winter Wheat usingMulti-temporal Airborne Hyperspectral ImagesLIN-SHENG HUANG et al 2012
RS “Wish List”● Options for Early warning? [functional platform, large
areas?]● Can we reliably detect rusts? (e.g., yellow rust vs
yellowing due to nutrients / water issues)● How low can we go? Min areas to detect (already too late
for control once you can detect?)● Conducive areas / suitability zones? ● Host monitoring options? e..g, crop distribution +
phenology● Epidemic extent + damage estimates? [Ex-post
assessments]
Are we there yet?
Sharp et al. 1985. Phytopathology