Detection of different densities of Ephestia kuehniella pest on white flour at different larvae instar by an electronic nose system
Warehouse pests reduce the quantity, quality, and health of storage products. These parameters are protected by detecting and controlling related pests. Ephestia kuehniella (E. kuehniella) causes intense damage to the storage products, such as flour, almond, date and cereals. Thus, diagnosing pest d...
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Veröffentlicht in: | Journal of stored products research 2019-12, Vol.84, p.101522, Article 101522 |
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Sprache: | eng |
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Zusammenfassung: | Warehouse pests reduce the quantity, quality, and health of storage products. These parameters are protected by detecting and controlling related pests. Ephestia kuehniella (E. kuehniella) causes intense damage to the storage products, such as flour, almond, date and cereals. Thus, diagnosing pest densities for preventing and monitoring them by online alarming systems is important. The present study was designed to detect pest densities in white flour. For this purpose, an electronic nose (E-nose) system was applied by MOS sensors for pest density detection. PCA/LDA multivariate statistical models were built and relevant performances were compared for different instars of larvae. LDA provided the highest prediction abilities on the fifth instar with an accuracy of 90%. According to results, this system had the capability to differentiate between the pests densities, and thus the detection accuracy reflected the ability of the E-nose system for such purposes.
•The amount of alcohol emitted from Ephestia kuehniella pests are varied in different densities.•Metal oxide semi-conductor(MOS) sensors can distinguish Ephestia kuehniella pest in white flour.•Different densities of storage pests can be detected by Electronic nose(E-nose) system.•Volatile organic compounds (VOCs) emitted from larvae had a direct relation with physiological activities of pests. |
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ISSN: | 0022-474X 1879-1212 |
DOI: | 10.1016/j.jspr.2019.101522 |