In mid-western states, studies have estimated that herbicide-resistant weed management has increased weed control costs by $20–$40 per acre. From 2019 to 2020, greenhouse research was conducted to investigate the canopy temperature response of waterhemp (Amaranthusrudis), kochia (Kochiascoparia), common ragweed (Ambrosiaartemisiifolia), horseweed (Conyzacanadensis),and Palmer amaranth (Amaranthuspalmeri),after glyphosate application to identify glyphosate resistance. In theseexperiments,thermal images were captured of randomized glyphosate-resistant and -susceptible collections of each weed species. The weed canopies' temperature values were extracted from the thermal images andsubmitted to statistical testing. Various classifiers were established to discriminatebetween resistant and susceptible biotypes.Results showed glyphosate-resistant horseweed was the only biotype under greenhouse conditions reliably classified with the resistance trait, 89% accuracy, using cooler temperature signatures than its susceptible counterpart as the discrimination characteristic. The unstable performance from thermal imagery further suggested canopy temperature data was not a reliable predictor of glyphosate resistance. Investigation of additional multispectral sensing technologies or analysis models should be evaluated for more reliable identification of glyphosate-resistant weed species.
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