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Top block shows vine with fruit. The three images below indicate what inputs feed the machine learning algorithm that determines if the grapes were contaminated by smoke. They are: (Left) Canopy measurements using a Porometer, (Middle) Grape NIR measurements, and (Right) Infrared thermal images.

Machine learning detects grape contamination from bush fires within one hour after exposure. Image credit: Dr. Eden Tongson