AIMC Topic: Insect Control

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Predicting phototaxis of almond moth, Cadra cautella (Walker) using ANN models: insights for wavelength and intensity as key factors.

Pest management science Mar 21, 2025
BACKGROUND: The almond moth, Cadra cautella (Walker), is a significant pest of stored products globally, causing severe damage and contamination. This insect was reported to have attraction towards light and this phenomenon can be exploited for its m...
Female Animals Neural Networks, Computer Moths Insect Control Phototaxis Male Light
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Novel automation, artificial intelligence, and biomimetic engineering advancements for insect studies and management.

Current opinion in insect science Jan 27, 2025
Entomology has seen remarkable advancements through the integration of robotics, artificial intelligence (AI), and biomimetic engineering. These technological innovations are revolutionizing how scientists study insect behavior, ecology, and manageme...
Animals Robotics Biomimetics Artificial Intelligence Automation Entomology Insect Control Insecta
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Using AI to prevent the insect apocalypse: toward new environmental risk assessment procedures.

Current opinion in insect science Dec 27, 2024
Insect populations are declining globally, with multiple potential drivers identified. However, experimental data are needed to understand their relative contributions. We highlight the sublethal effects of pesticides at field-relevant concentrations...
Insecta Pesticides Risk Assessment Insecticides Insect Control Artificial Intelligence Animals
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Trap colour strongly affects the ability of deep learning models to recognize insect species in images of sticky traps.

Pest management science Oct 8, 2024
BACKGROUND: The use of computer vision and deep learning models to automatically classify insect species on sticky traps has proven to be a cost- and time-efficient approach to pest monitoring. As different species are attracted to different colours,...
Insect Control Animals Deep Learning Color Insecta
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The implementation of robotic dogs in automatic detection and surveillance of red imported fire ant nests.

Pest management science Jul 1, 2024
BACKGROUND: The Red Imported Fire Ant (RIFA), scientifically known as Solenopsis invicta, is a destructive invasive species causing considerable harm to ecosystems and generating substantial economic costs globally. Traditional methods for RIFA nests...
Insect Control Fire Ants Nesting Behavior Introduced Species Robotics Ants Artificial Intelligence Animals
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Machine learning provides insights for spatially explicit pest management strategies by integrating information on population connectivity and habitat use in a key agricultural pest.

Pest management science May 28, 2024
BACKGROUND: Insect pests have garnered increasing interest because of anthropogenic global change, and their sustainable management requires knowledge of population habitat use and spread patterns. To enhance this knowledge for the prevalent tea pest...
Animals Ecosystem China Animal Distribution Machine Learning Insect Control
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Detection and recognition of the invasive species, Hylurgus ligniperda, in traps, based on a cascaded convolution neural network.

Pest management science May 27, 2024
BACKGROUND: Hylurgus ligniperda, an invasive species originating from Eurasia, is now a major forestry quarantine pest worldwide. In recent years, it has caused significant damage in China. While traps have been effective in monitoring and controllin...
Insecta Animals Introduced Species Insect Control Neural Networks, Computer China
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An effective segmentation and attention-based reptile residual capsule auto encoder for pest classification.

Pest management science Apr 25, 2024
PURPOSE: Insect pests are a major global factor affecting agricultural crop productivity and quality. Rapid and precise insect pest detection is crucial for improving handling and prediction techniques. There are several methods for pest detection an...
Insect Control Insecta Crops, Agricultural Deep Learning Animals Image Processing, Computer-Assisted
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First use of unmanned aerial vehicles to monitor Halyomorpha halys and recognize it using artificial intelligence.

Pest management science Apr 17, 2024
BACKGROUND: Halyomorpha halys is one of the most damaging invasive agricultural pests in North America and southern Europe. It is commonly monitored using pheromone traps, which are not very effective because few bugs are caught and some escape and/o...
Unmanned Aerial Devices Heteroptera Artificial Intelligence Animals Nymph Insect Control
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Rapid and low-cost insect detection for analysing species trapped on yellow sticky traps.

Scientific reports May 17, 2021
While insect monitoring is a prerequisite for precise decision-making regarding integrated pest management (IPM), it is time- and cost-intensive. Low-cost, time-saving and easy-to-operate tools for automated monitoring will therefore play a key role ...
Hemiptera Crop Production Insect Control Support Vector Machine Animals Datasets as Topic Image Processing, Computer-Assisted
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