ArticleInsects2021
Automated Applications of Acoustics for Stored Product Insect Detection, Monitoring, and Management.
Article in Insects, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
16 citing papers in PubMed.
- GrainPest-SSL: A Lightweight Semi-Supervised Detector for Stored-Grain Pest Monitoring in Smart Granaries.Sensors (Basel, Switzerland) · 2026Article
- Acoustic Detection of Insects in Stored Products in the Presence of Strong Ambient Noise.Sensors (Basel, Switzerland) · 2026Article
- Acoustic behavior of the adult soybean weevil, Rhyssomatus nigerrimus (Coleoptera: Curculionidae).Journal of economic entomology · 2025Article
- Audio signal analysis using a modified forward-forward algorithm with enhanced segmentation for soil pest detection.Scientific reports · 2025Article
- Article
- Toward non-invasive early pest surveillance: cross-modal adaptation using PLMS acoustic-visual representation and pre-trained transfer learning.Frontiers in plant science · 2025Article
- Molecular detection tool for prompt, reliable and precise diagnosis of the rice weevil,Frontiers in plant science · 2025Article
- Stridulatory Organs and Sound Recognition of Three Species of Longhorn Beetles (Coleoptera: Cerambycidae).Insects · 2024Article
- Volatile Organic Compounds as Early Detection Indicators of Wheat Infected byFoods (Basel, Switzerland) · 2024Article
- Vibro-Acoustic Signatures of Various Insects in Stored Products.Sensors (Basel, Switzerland) · 2024Article
- Article
- A CNN-Based Method for Enhancing Boring Vibration with Time-Domain Convolution-Augmented Transformer.Insects · 2023Article
- Advances in Environmentally Friendly Techniques and Circular Economy Approaches for Insect Infestation Management in Stored Rice Grains.Foods (Basel, Switzerland) · 2023Review
- Chasing Flies: The Use of Wingbeat Frequency as a Communication Cue in Calyptrate Flies (Diptera: Calyptratae).Insects · 2022Article
- Acoustic Denoising Using Artificial Intelligence for Wood-Boring PestsSensors (Basel, Switzerland) · 2022Article
- Scientific Applications of Distributed Acoustic Sensing: State-of-the-Art Review and Perspective.Sensors (Basel, Switzerland) · 2022Review
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
Acoustic technology provides information difficult to obtain about stored insect behavior, physiology, abundance, and distribution. For example, acoustic detection of immature insects feeding hidden within grain is helpful for accurate monitoring because they can be more abundant than adults and be present in samples without adults. Modern engineering and acoustics have been incorporated into decision support systems for stored product insect management, but with somewhat limited use due to device costs and the skills needed to interpret the data collected. However, inexpensive modern tools may facilitate further incorporation of acoustic technology into the mainstream of pest management and precision agriculture. One such system was tested herein to describe
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Registered trials
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