AIMC Topic: Insect Control

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PENYEK: Automated brown planthopper detection from imperfect sticky pad images using deep convolutional neural network.

PloS one Dec 20, 2018
Rice is a staple food in Asia and it contributes significantly to the Gross Domestic Product (GDP) of Malaysia and other developing countries. Brown Planthopper (BPH) causes high levels of economic loss in Malaysia. Identification of BPH presence and...
Humans Neural Networks, Computer Software Algorithms Animals Deep Learning Agriculture Environmental Monitoring Malaysia Oryza Insecta Pattern Recognition, Automated Electronic Data Processing Insect Control
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The combined multilayer perceptron and logistic regression (MLP-LR) method better predicted the spread of Hyphantria cunea (Lepidoptera: Erebidae).

Journal of economic entomology Jun 13, 2025
Hyphantria cunea (Lepidoptera: Erebidae) is one of the pests that pose a serious threat to forest and agronomic crops in China. Its spread is influenced by various factors, including environmental factors and anthropogenic factors, and the available ...
Neural Networks, Computer Animals China Logistic Models Animal Distribution Moths Insect Control Multilayer Perceptrons
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Machine-learning approach facilitates prediction of whitefly spatiotemporal dynamics in a plant canopy.

Journal of economic entomology Apr 26, 2025
Plant-specific insect scouting and prediction are still challenging in most crop systems. In this article, a machine-learning algorithm is proposed to predict populations during whiteflies (Bemisia tabaci, Hemiptera; Gennadius Aleyrodidae) scouting a...
Machine Learning Animals Population Dynamics Hemiptera Gossypium Insect Control
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Instar identification and weight prediction of (Guenée) larvae using machine learning.

Bulletin of entomological research Feb 1, 2025
The Asian corn borer, (Guenée), emerges as a significant threat to maize cultivation, inflicting substantial damage upon the crops. Particularly, its larval stage represents a critical point characterised by significant economic consequences on maiz...
Machine Learning Animals Larva Body Weight Moths Insect Control
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Drones against vector-borne diseases.

Science robotics Jun 15, 2020
Uncrewed aerial vehicles can reduce the cost of preventative measures against vector-borne diseases.
Humans Animals Male Robotics Aircraft Mosquito Control Mosquito Vectors Sterilization, Reproductive Disease Vectors Insect Control Vector Borne Diseases Pest Control, Biological
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