Translator Disclaimer
1 December 2015 Detection of Adult Beetles Inside the Stored Wheat Mass Based on Their Acoustic Emissions
Author Affiliations +
Abstract

The efficacy of bioacoustics in detecting the presence of adult beetles inside the grain mass was evaluated in the laboratory. A piezoelectric sensor and a portable acoustic emission amplifier connected with a computer were used. Adults of the most common beetle pests of stored wheat have been detected in varying population densities (0.1, 0.5, 1, and 2 adults per kilogram of wheat). The verification of the presence of the insect individuals was achieved through automated signal parameterization and classification. We tried out two different ways to detect impulses: 1) by applying a Hilbert transform on the audio recording and 2) by subtracting a noise estimation of the recording from the spectral content of the recording, thus allowing the frequency content of possible impulses to emerge. Prediction for infestation was rated falsely negative in 60-74%, 48-60%, 0-28%, and 0-4% of the cases when actual population density was 0.1, 0.5, 1, and 2 adults per kilogram, respectively, irrespective of pest species. No significant differences were recorded in positive predictions among different species in almost all cases. The system was very accurate (72–100%) in detecting 1 or 2 insects per kilogram of hard wheat grain, which is the standard threshold for classifying a grain mass “clean” or “infested.” Our findings are discussed on the basis of enhancing the use of bioacoustics in stored-product IPM framework.

© The Authors 2015. Published by Oxford University Press on behalf of Entomological Society of America. All rights reserved. For Permissions, please email: journals.permissions@oup.com
P. A. Eliopoulos, I. Potamitis, D. Ch. Kontodimas, and E. G. Givropoulou "Detection of Adult Beetles Inside the Stored Wheat Mass Based on Their Acoustic Emissions," Journal of Economic Entomology 108(6), 2808-2814, (1 December 2015). https://doi.org/10.1093/jee/tov231
Received: 2 June 2015; Accepted: 14 July 2015; Published: 1 December 2015
JOURNAL ARTICLE
7 PAGES

This article is only available to subscribers.
It is not available for individual sale.
+ SAVE TO MY LIBRARY

SHARE
ARTICLE IMPACT
RIGHTS & PERMISSIONS
Get copyright permission
Back to Top