Early identification of potato storage disease using an array of metal-oxide based gas sensors
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- 作者：Massimo F. Rutoloa ; M.Rutolo@warwick.ac.uk" class="auth_mail" title="E-mail the corresponding author ; Daciana Iliescub ; Iliescu@warwick.ac.uk" class="auth_mail" title="E-mail the corresponding author ; John P. Clarksonc ; John.Clarkson@warwick.ac.uk" class="auth_mail" title="E-mail the corresponding author ; James A. Covingtond ; J.A.Covington@warwick.ac.uk" class="auth_mail" title="E-mail the corresponding author
- 关键词：MOX sensor ; Electronic nose ; Soft rot ; Potato storage disease ; Early disease detection
- 刊名：Postharvest Biology and Technology
- 出版年：2016
- 出版时间：June 2016
- 年：2016
- 卷：116
- 期：Complete
- 页码：50-58
- 全文大小：2269 K
文摘
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Detection of potato soft rot was explored by means of metal-oxide gas sensors.
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Detection was tested at symptomatic and pre-symptomatic stages.
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A subset of sensors was shortlisted from the original array.
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Unsupervised techniques and predictive models were employed for analysis.
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The metric of ‘sensitivity’ was employed for predictive modelling.