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A method for determining the severity of sudden death syndrome in soybeans

Permanent URL:
http://handle.nal.usda.gov/10113/58980
File:
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Abstract:
Sudden death syndrome (SDS), caused by the fungus Fusarium virguliforme, is a widespread mid- to late season soybean disease with distinctive foliar symptoms that in some extreme cases may cause nearly 100% yield loss. This article reports on the development of an image analysis method to quantify SDS severity using an RGB camera under natural light in a laboratory environment. An HSI (hue, saturation, and intensity) color space based image processing approach was developed. A lesion index (LI) was defined as the ratio of affected leaf area to healthy area for evaluating SDS severity levels on leaves of infected plants. A method of using the frequency distribution of hue values of whole leaf area to measure the severity of SDS was also investigated. Preliminary results obtained from laboratory-scale validation demonstrated that the developed method could provide a feasible means of recording SDS severity in situ that could potentially be used for high-throughput greenhouse evaluation of breeding lines or commercial soybean cultivars.
Author(s):
D. Cui , Q. Zhang , M. Li , T. Slaminko , G. L. Hartman
Note:
USDA Scientist Submission
Source:
Transactions of the ASABE 2014 v.57 no.2
Language:
English
Year:
2014
Collection:
Journal Articles, USDA Authors, Peer-Reviewed
Rights:
Works produced by employees of the U.S. Government as part of their official duties are not copyrighted within the U.S. The content of this document is not copyrighted.