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Detection and Identification of Stored-Grain Insects Using Deep Learning: A More Effective Neural Network

open access: yesIEEE Access, 2020
The detection and identification of stored grain insects is important to ensure the safety of grain during grain storage. At present, insect identification methods primarily rely on manual classification; therefore, the automatic, rapid and accurate ...
Zhichao Shi   +3 more
doaj   +3 more sources

A YOLO-Based Model for Detecting Stored-Grain Insects on Surface of Grain Bulks [PDF]

open access: yesInsects
Accurate, rapid, and intelligent stored-grain insect detection and counting are important for integrated pest management (IPM). Existing stored-grain insect pest detection models are often not suitable for detecting tiny insects on the surface of grain ...
Xueyan Zhu   +7 more
doaj   +2 more sources

Controlling insects in stored grain by disturbing the grain

open access: yesJulius-Kühn-Archiv, 2018
Insects can cause damage to stored grain, especially on smallholder farms in the tropics. Sitophilus zeamais (maize weevil, MW) and Rhyzopertha dominica (lesser grain borer, LGB) are often involved. Our objective was to determine, by four experiments, if
Bern, Carl   +8 more
doaj   +2 more sources

Effects of Microwave on Mortality and Detection Efficiency of Three Stored Grain Insect Adults in Stored Paddy, and on Grain Quality [PDF]

open access: yesInsects
Microwave heating has been widely used for disinfestation in the food industry due to its selective heating. However, research on the effects of microwave heating on stored product insects is still relatively limited, which has restricted its broader ...
Shiyuan Miao   +6 more
doaj   +2 more sources

Influence of grain types and graphene nanopowder characteristics on insecticidal efficacy against common grain insects [PDF]

open access: yesDiscover Nano
The increasing resistance of insects to chemical-based pesticides is a critical challenge in crop production, demanding the urgent development of sustainable and effective pest control alternatives.
Evagelia Lampiri   +3 more
doaj   +2 more sources

Susceptibility of stored grain insects to the insect growth regulator methoprene

open access: yesJulius-Kühn-Archiv, 2018
The insect growth regulator (IGR) methoprene is labeled in the United States (US) for direct application to stored grain commodities, and as a residual surface treatment to empty grain bins and flooring surfaces inside indoor structures.
Arthur, Frank H.
doaj   +2 more sources

Compositional analysis in sorghum (Sorghum bicolor) NIR spectral techniques based on mean spectra from single seeds

open access: yesFrontiers in Plant Science, 2022
Sorghum (Sorghum bicolor) is an economically important cereal crop that can be used as human food, animal feed, and for industrial use such as bioenergy.
Gokhan Hacisalihoglu   +3 more
doaj   +1 more source

Survey on Mites Associated with Major Insect Pests Infesting Stored Grains in Middle Delta [PDF]

open access: yesAcarines: Journal of the Egyptian Society of Acarology, 2007
The present study was directed towards the habitat of various mite species as predators, fungivores or as parasitesassociated with insects inhabiting grains and stored products. Samples were collected monthly from maize, wheat flour,broad bean, wheat and
Ferial El-Sayed, Mona Ghallab
doaj   +1 more source

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